{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "7008f034",
   "metadata": {},
   "source": [
    "# Modelling coupled degradation mechanisms in PyBaMM\n",
    "\n",
    "This notebook shows how to set up a PyBaMM model in which many degradation mechanisms run at the same time and interact with one another."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "17767d1a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install \"pybamm[plot,cite]\" -q    # install PyBaMM if it is not installed\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import pybamm"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a484509e",
   "metadata": {},
   "source": [
    "O'Kane et al. [12] modelled four coupled degradation mechanisms: SEI growth, lithium plating, particle cracking and stress-driven loss of active material. The \"SEI on cracks\" option couples SEI growth and particle cracking by allowing SEI to grow on the cracks. The \"partially reversible\" option for lithium plating allows the SEI to influence the irreversible component of plating using a function in the OKane2022 parameter file. Particle cracking and stress-driven loss of active material are coupled by default because the stress-strain relations inside the particles are an input for both."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ee67a29f",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = pybamm.lithium_ion.DFN(\n",
    "    {\n",
    "        \"SEI\": \"solvent-diffusion limited\",\n",
    "        \"SEI porosity change\": \"true\",\n",
    "        \"lithium plating\": \"partially reversible\",\n",
    "        \"lithium plating porosity change\": \"true\",  # alias for \"SEI porosity change\"\n",
    "        \"particle mechanics\": (\"swelling and cracking\", \"swelling only\"),\n",
    "        \"SEI on cracks\": \"true\",\n",
    "        \"loss of active material\": \"stress-driven\",\n",
    "    }\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5d85aaac",
   "metadata": {},
   "source": [
    "Depending on the parameter set being used, the particle cracking model can require a large number of mesh points inside the particles to be numerically stable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "a4ac7774",
   "metadata": {},
   "outputs": [],
   "source": [
    "param = pybamm.ParameterValues(\"OKane2022\")\n",
    "var_pts = {\n",
    "    \"x_n\": 5,  # negative electrode\n",
    "    \"x_s\": 5,  # separator\n",
    "    \"x_p\": 5,  # positive electrode\n",
    "    \"r_n\": 30,  # negative particle\n",
    "    \"r_p\": 30,  # positive particle\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "03273e06",
   "metadata": {},
   "source": [
    "Define a cycling protocol and solve. The protocol from O'Kane et al. [12] is used here, except with 10 ageing cycles instead of 1000."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "23cab5d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "cycle_number = 10\n",
    "exp = pybamm.Experiment(\n",
    "    [\n",
    "        \"Hold at 4.2 V until C/100\",\n",
    "        \"Rest for 4 hours\",\n",
    "        \"Discharge at 0.1C until 2.5 V\",  # initial capacity check\n",
    "        \"Charge at 0.3C until 4.2 V\",\n",
    "        \"Hold at 4.2 V until C/100\",\n",
    "    ]\n",
    "    + [\n",
    "        (\n",
    "            \"Discharge at 1C until 2.5 V\",  # ageing cycles\n",
    "            \"Charge at 0.3C until 4.2 V\",\n",
    "            \"Hold at 4.2 V until C/100\",\n",
    "        )\n",
    "    ]\n",
    "    * cycle_number\n",
    "    + [\"Discharge at 0.1C until 2.5 V\"],  # final capacity check\n",
    ")\n",
    "solver = pybamm.IDAKLUSolver()\n",
    "sim = pybamm.Simulation(\n",
    "    model, parameter_values=param, experiment=exp, solver=solver, var_pts=var_pts\n",
    ")\n",
    "sol = sim.solve()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff476a16",
   "metadata": {},
   "source": [
    "Three of the degradation mechanisms - SEI, lithium plating and SEI on cracks - cause loss of lithium inventory (LLI). Plotting the different contributions to LLI against throughput capacity as opposed to cycle number allows them to be considered as continuous variables as opposed to discrete ones."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5ef3e369",
   "metadata": {},
   "outputs": [
    {
     "data": {
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DQ59HXKl58+YxsvVZZ52FwsLCVr9nd0AcJxoDca6IUE5cKSqRUSC2M1AZjkp0//73v7Fp0yZWiiQC+O/53Pz8fBY0URB2+umns6DQ7/ez/0+lTerwJN4Wkb8paLSw92P5nG346PGl+Px/KyAbohIHTBF/rKlEtqlVidqkDebMPCGlrg6yIBKKD5iikh23ZMMKmDoAiOBMvKJHH32UdYWRZhWV5CiweeKJJ+L2JT0s4hSZHzfccMMu/y7KsFB7PbXqk/o6pXQ//fTTP9Q9RiUxCliIrE08JPp8Ejv9tc+kEhzxsygwpOwWZZqoM+/3fi7JEtC+y5cvZ91xpA1GgSiRwSnLRNknklC48847f/ffaUEe/PIV57mVrKqBbLB55SzHEQKb+XGTkSCsRB3STvyKKWAKV9VIZaYch6hcxy3ZsDhMHQDUNn/fffexx6+B2u5/DaQE/lumlaS/9PLLL+/0feJLmTlTBNJQ+q3PpfLZzqxtEonrOigbRA8zEn/P7nwuBY/m7NMbb7zxq2O2sBcj6Jd3PUk8oXq5SkptGtwSsdrtkDIokcl8l4I31cQTkikoCQfjAyZVskAz2ZD0jmDBggUL4qA0xnRxZEMkwJsWZER8t5dcQZ05YIoTZRKMSCSx7CXP2MJNCZqAUXRoWAGTBQsWLOxFZa9IS/uKz+4pfpVMcytllFSbS8qSXCQhiyNThimUEDBFzXLpHRBWwGTBggUhiIQVbF1RjUgiT0ICRM3dq5JBtclT5vrVkpxEekKqEkXUJNdiz0iXlickU7lQUeNDhGjHjpesgMmCBQti8OOHm/DxE0sx5/WddzuKgiJx2Uu1SRzMxalCyzO7JgblNu9va7AlC+GWkLQBk+qIFwN25uWhI8MKmCxYsCAES78mF3Rg7Y/bIRskopHsZQGTOcMkz8QfSdATitTvmlRKMhBuDsRvkOjcC9bEW3A5OlkBkwULFixYMMFcvrHw+4I5mfgu4eZ43pfS0Cin9YhkGaZgebwNT6SqCh0Z1l3BggULFvYinpCs4MRqObvkQglZHJlI362oXhIFTGF/fLkwVPY77L/+RLACJgsWLFhIhJVh+l3EakgaMLXiCUlUc/Uzj7sYVInGFg6EpQ00RcC6K1iw8CeHjF1oFn4fFImCkN/iCclUWop6E/w3JRpbqE5zK9Yhz9AQDiRKHqBDwwqYLDCQq/iMGTP+0GeQEvj06dP/8Fj21OdYIE+0Uvz3qm+xZVnH5h78WdDK20uiiT8STDAqdvx+O6Q9jUhCpkSqLE5C9kumoCTxO41KdL6JgBUwdRCQHQlZkOwM5eXlzAstmSDrkaysrFbbycT2L3/5S1LH8mfF3DfXsRvw5/9bLnooFtph4pdpcg0nTK72FHla91s2xTzuGOSJl1qVvdz9+kLa7LQq0YETAHn7Uy0kFWQuKwvIONfCnoUatspyfwYkWlXQit9mUtcWCSUhwaQEqDPNCxkQTlBHl6mDjwfBpqnY7pC4zIoODSvDZGGXSnJTp07F5Zdfzh6ZmZno1KkTbr311l9N0T7yyCMYNmwYUlNTUVRUhL/+9a9oauL1+jlz5uD8889HfX09+930uOOOO9osydF7zz77LI4//nikpKSgX79+mDlzZtzvop9pu9frxQEHHICXXnqJ/b+6uro9cHT+BJBogrDw+xFq9Etrhhqsb477WWlokDczJxEXLByIjzSD6zdAFkTCCedXVJ7zTQSsgGkPoiXcwh7mICKshNm2kBJqc1/VNJGFVb5vUAn+5r4iQEGI0+nEwoUL8dhjj7GAiAKZncFut+Pxxx/HypUr2f+dPXs2brjhBvbepEmTWFCUkZHByoH0uO6663b6WXfeeSdOOeUULFu2DEcccQTOPPNM1NTUsPc2b96Mk046iZUcly5diksuuQT/+Mc/2uEI7L2wy5GEsPAHoXriPe5k6kQLVdVKO7bEspdEcWarspcalMcrMBKxAiYzrIBpD2L86+PZozYYu3G8sPIFtu3eBffG7Tv17alse3lzubHtzTVvsm23zb8tbt/D3juMbd9UtwkiQVmiRx99FAMGDGAByxVXXMF+3hmuvvpqlu2hjNG0adPwz3/+E2+//TZ7z+12s0wVZYGoHEiPtLS0X+VgnX766ejbty/uvfdelqmiwI3w3//+l43pwQcfZM+nnXYa299CDHaXPGn+RNhUucqFqkQT/W9p9sjk1xZKEIeUKSppRUiXaWwJRH6ZeGkRq0kuDlbAZGGXMWHCBBbg6Jg4cSLWr18PZSc37a+//hoHHnggCgsLkZ6ejrPPPhvV1dVoaWnZ7d89fPhw4zWV+CgztWPHDvbz2rVrMXbs2Lj9x40bh2RBiagItoSl7iCRLSgxwxaVa2xm3oZNTSjlCIa/uExaXZxIAk9IpnJhJCivwa3Mcgwyi2qKgEX63oNYcMYC9uxzxrpDzh9yPs4adBac9vhDPeeUOezZ64yRIk8beBpO7HciHAmkv89P/LzVvrJjy5YtOOqoo3DZZZfhnnvuQU5ODubNm4cLL7wQoVCIcZF2By5XfIsyBW6ytAY3VrUgFFSRmuVBaqYHMiIaTPCrkgg2mVqWaJIwTWB2ybhfofpGaTNMiarQMolDJpa9ZJr3E3lCMgVMEZXnVOxqGKrdJdVxEwErYNqDSHG1DgJcDhd77NK+dhd77Mq+IrBgAQ8Idfz444+MaO1wtC73LFq0iAU0Dz/8MOMyEfRynA4qy+0sO7U7oDLcp59+2kqaIFmgYIkQqPdLGzDJFpSokYi0QUlie7xMaKXZ43RJGzDJVPYKJ5S9PL17QVaekExZQ2R3AmpCcECBCnnONVGwSnIdCNSRtmTJkrhHSQl3jN8VFBcX45prrmElsDfeeAP//ve/cdVVV7W5L3GNwuEw22fTpk145ZVX8PTTT8ftQ9wm4iLNmjULVVVVv6tURyCS95o1a3DjjTdi3bp1LDAjjSeCuYTY7pBoRZ0Im2TsA8W04pctmEskL8uESEJHlUwWLoljkynDRGVzM6IS84RkGpy+rnFnZ7Bnn4ka0REhz9Vmod1BrfyjRo2Ke1D32a7inHPOgd/vZ/yg//u//2PB0s4EJkeMGMG66P71r39h6NCheO2113DffffF7UOdcpdeeilOPfVUpr30wAMP/K6/q1evXnj33Xfx/vvvM67TU089ZXTJeTzJzPjIc6NLhF0ynpBquvW4crMhEyImo1ZSOZIJkUB8Fkdpim/lFwmZfccSy16BdesgC1SXT9Z4CeEGfn45oUVObVQTOhKsklwHAWVc9KxLW9iVujnxiEgKgAKSnfGWzPjb3/7GHmYQ8dsM+qzEz0v8nLbGlqivdMwxx7CHDuJNdevWjekyWZAvYDL7Zzkk6+AL+03k5WRmKHcB4QTyshqOyDs2iboNTRVgDonGhqxcwN8sXcRE910l6qAUMNQdZYCnAIGVK4F9u6KjwgqYLPwp8J///Id1yuXm5mL+/PlMYoBENpMJuabW+BW+wynX6ILbeYcjIVJVDZkQTmyPh8TeXjKVvVqZPMsx8bcpxyBJUGJWIbdHI1BtTmkCJlWJIqqVfB3hAOABVKbe3nFhBUwW9goQB4Eebm/bpyzJG5DOE4lZdu/eHddeey1uuukmdGRETLwN2YQrw+ayVzgsLbFaupJcK80eOSZXQjixPV6VLItTHTtWMvUZhGobAbsPjkgAqitNGq68ubPQoZfkOjisgMnCLvOfRKJ+eyMiig0ZuR5401rzkkhA89dENJMBu9sNWbk4dlWuG17EVPaSLSiJ9x2Ta2wRiYMSJdFGQ5aZ31BIl4fvZYYCXpK2kxuES54gWA/OScNNa3SGLGMTBYv0bWGvAAVLhGCdXDc9c2rf5pSLixOKM2qV60Ync9nLTF6OSsZhMmtEyRaUhBPa411d5eG6hGoTfe0k4gnZeLu+y8PvH47MLMiAkFb+tash2Do42VuHFTBZ2KsgU+dN4oIrGk7QoRGMSLMpYLLJ3O0l19jC/rCUbfttkpclgqN777ifbS63lCVgmTIlTO5Auza9nXPZs6uoCDJlWh0KBUxyXQeiYB0FC3sVJJv345WWJVJdThQSlK3sFYkbm1xo5TsmESKKvKrQiad/uDzmkykaisY+YWUvSTlp9ggPUJSGxGyYGIQb/UaGCZr7RFSe000IrIDJwl4Fm1FMlwMyObL/mreXbPe5iFmzR7IoOFGA0axKLhpRxsUx/SzR6deytTTuZ9VvLgmLhULdZyxbEpQq0NSJ1TY1AqW0mL0ObBRrsp6YlXOoYdiMrpEoOjLkmn0sWPgtyDW3Slci3Bl52d2jp9CxJCJsCkpkO4LhxPZ4ib5jW15BwpaotIR0WaAoKqI2jVitmSlLEi8Z5d+4spcsY2vSAqao6VqNokPDCpgsSI+4TiDJrliZA6aImYsjkedYq7JXVO7WfZm+45A2icl4PTCRQwmPm2L6PilbIhNCprKXkT2X5DvV5TUcNrmoBiJhBUwWDHz52dfMe622lntpkTJ4Vtbv79igz5oxY8ZO3ydFb9qHPO321rKXuSZC97nzzjsPxx13HGSAYiJWh0riyyUyqUJLFi/B1rlL3M9RWZb8TPCzMn5DVL72eNnGZmQMoyozkeWvIVfZi7hVWoZJkqHFSN/6MZNpcIJgBUwdDD/88AMcDgeOPPLIVu811/MLJOTfM5yN8vJyHH744X/4c2QMmGLB3tK47Y899tivWtCIao9Xg3K18UfC5lWrZBFTWsIiQZJMSVtZHDid0hGrdUQl48tROc6Rw30LHbk5kCljSGUv4yqQJMOkOniXoyc3U7YrVBisgKmD4bnnnsMVV1yBuXPnoqysrM19lD0kf19QULBHzG93R5xPURSoSRTzSySPZmZm/qGsXLuV5OS4B+9csVoi+Eu3yxovtcriOCQ516j8ptp52deuEatlmfjDmh4ZZXGcnTqx167OiVwwMYi0BForaUty3KKZXOYgfeQwOLL5eebIlssoO9mwAqYOhKamJrz11lu47LLLWIbJnAkxT/zRyK7VrEOhEPNr69KlCzO57dGjB+67776dluQWLlyIUaNGsX3HjBmDX375pdVnrlixgmWl0tLS0LlzZ2bWW7kjVoawOeJXsXrZcObMmRg8eDAL0IqLixEMBnHdddehsLAQqampGD9+fJxaeXV1NU4//XT2fkpKCoYNG4Y33ngj7rMp8HrggQfQt29f9rlkuUKmvoRevXqx5wlT9kXnnpk4/lSesUssydE4rrzySuTn57O/e/Lkyfjpp5+M92lMdJxmzZrFjgmNZdKkSVi7dq2xz9KlS3HAAQcgPT0dGRkZ2GefffDzzz//5vcTDpoEGCVbI7qGjZKWXxXckeBtJ5OattbtpSMqifmumfDNyksSQc/iUIYp2sxNnyO1NZABoebWPCFJ4iUENbFPW6AZnp68acSt3fc6KqyAaQ9CbWnZrUc0FDK8tHb3//4evP322xg4cCAGDBiAs846C88//3wsUPodV+njjz/OAhX6XJrgX3vtNfTULqy2grWjjjqKBTWLFi3CHXfcwQIaM+rq6jBt2jQWVFFA8Pnnn6OiogJnnHOWsY/N01oMr6WlBf/617/w7LPPYuXKlSw4oUCOyo9vvvkmli1bhpNPPhmHHXYY85wjBAIBFnh88sknLEj7y1/+woIzCup0kBfd/fffj1tvvRWrVq3C66+/zoI4gr7fx+99iOUL1+H5/77S5t99ww034L333sNLL72ExYsXs+Dr0EMPZZ53ZvzjH//Aww8/zP5up9OJCy64wHjvzDPPRLdu3VigRcfu73//O1wu1261x0tyDzagZyMI9pT4VnlZVOVlIy+bszg6ItVVkM13LNaJFpWs2yuMsLb4Cm9rO7uedKTzzI2vd09DXUOW882/uYQ9B3/5CUpjo1QaUaIgTwH8T4C1o/fZrf07/d//Ie+Ky1H79tuouPufu/V/B61Z/bvKcRQoESh4qK+vx7fffoupU6dCNfOEdjEZQZmcfv36sawJZUkow7QzULBBGRsaA2VahgwZgtLSUpbt0vHEE0+wYOnee+81tlFQV1RUhI2bNqBP775tZr/C4TD+85//YMSIEca4XnjhBfbcVbNnoOCMAjDaTp9PmSVzwEZlyi+++IIFf+PGjUNjYyPjI9GYzj33XLZPnz592N9KyMvLY885WdnIz+dBFBDfgdPc3IynnnqKZcF0LtczzzyDr776ih2H66+/3tiXMldTpkxhrykgogwgBXV0rOjvoH0p2CXQMd8VROL4LnJlmJqWLAeQu1sZzWRBidplO1ytzJR1SBKTGCKpJAxp18NzSQZnEKsZT8gp1dhUF6cs+Lp1RmO5FsTJMTQjCHY67WjauBFAIYJswTkYHRVWhqmDgDJAlBWhMhSBshinnnoqm7gZTKuaXZ0rqPxEHW6UsaKy05dffrnTfVevXo3hw4ezAEDHxIkT4/ah0tM333zDynH6Qw8StmzdzIcZTGirpjSx280+W8fy5csZl6l///5xn0XB4UZ24XOu0913381KcTk5Oex9CpgoONHHS+W0Aw888NcPgtkaJeEt+l0UzO27777GNsoMUUBGn2+GefxU4iTs2LGDPV9zzTW46KKLcNBBB7GMl/43/BZc/QfudGyiEWqIZUmV35kxbdeASUKD24ips9BQrJZk4g81Bkyq0HJFm3ow5wB9j3KNrWUrD5KUki3GVSpLV6bOM3S6YscsKsn5JgpWhmkPYsDiRbu1v03rcMk+5RRkHX882hMUGEUiESPjop/8xM2hLEqqOxbI7OolMXr0aGzevBmfffYZvv76a5xyyilsUn/33Xd/1xipbHf00Uez8poZgZpGpKYX7HRwPp+PZbjMn0OdgFS+omczKDAiPPjggyyDNH36dBY0Ec/p6quvZrws/TN3Beb7h+0P+I6ZS2z636KT16l8ecYZZ7DyIR3r22+/nZUaj/+Nc8bsiSYbh0lRbbHlmmRK34nEallKJHqbt42UlzU5C1kmsHATD3odSjgWMEkyNntBIYB6pI0cisaV62QaGkKVVJr3IFpWCptdK01LMjadl+Z024GQNi5JxiYKVsC0B/F7uRg2l4s92gsUKL388suMI3PIIYfEvUcEZSI7X3j2ebGNu3FREAmZMlX0OOmkk1ipj/g5lLUxY9CgQXjllVeMMhPhxx9/bBWAEd+HeFCUAdPRUlmHppZdD0aorEcZJMrQ7Lfffm3uM3/+fBx77LFGiZKCk3Xr1jGOlV72oqCJyNiU3Wkrq0VQTNkHW0JHIJXwaD/6XXq5kjJOxEWi4Gx3QNkyevztb39jWUIqLf5WwNS4iCQP8vXRQSZEVPP3KdfYEtvjpev2IvKyHm1KMraQUfYKw+ZJZfcQ2y4uOpJVWnL5TPdYSY6brkfGelmMSqYcY4tE+Dhc7gQpiw4MqyTXAfDxxx8zMcoLL7wQQ4cOjXuceOKJLPsUr6a9a5/7yCOPsGBrzZo1LNh45513mJRAW231lCGhzMnFF1/MCNSffvopHnroobh9/u///o8FWxQQUFBBpScqk11yxV9ZALSroMCCiNLnnHMO3n//fZYFo3IkdfBRlkYPiIhL9P3337Py2CWXXMII5jooqLvxxhsZaZuCTRoLBXh6CZOI5RRQfT13DnZU7kBDQ32rmzBlrYijRfwj4k/R301/P5HU6bvYFfj9fkZgp266rVu3suCLjg0FoLt6w5MR5iyObKNUbPGLl6gkypohLWCyUxZHsqOm60O5Ur1w6K37hd0gA5pW8o7T0LJYV25UMj0yp9MGr8ZN9PQfABmgWyi6PKaAKSrLkRMDK2DqAKBJnkplpBGUCAqYqDNr2TIi4WK3aujU5k5t99QOP3bsWCbmSIGQvQ2DXCqFffTRR4xfRBkg6gpLLL1RuZACAgqOKBNGpTLKxGRmZLb5mb8GysBQwHTttdcyjhVl0ijQIGkAwi233MIyWtSxRqR3CvQSFbqpO47+/2233cYCFMqi6bwiyoBRl+DzLz6LEeMH4NyLz4AaaM2vIs4RHWPqwKPft2HDBhYEZu+ingmVFEkCgf4WCgSp7EkE8jvvvPM3/6+ZSy1dSS6u7CXP2FTWiRafYbLLkikxZ3EkKxciJYM9+XoWGTNtW9eDCER0QnokKJ04pM4TcrntcGh0AXtqKmTqFnV6nLHzDR0btqgs+T+J0NDQwIIL6iKjkpMZVFKijAXp8JgJzHs7AnVNaKjnF2+KW0FaF3kEypp31KPZzy9Zjz2MzCLeXSUD6ktrEFT4BOuMhpHTU+zYzOfnzL99gMoo7+DzhetwwXMnQBY8d8H7CLizjDb0y/53KGRAKBDBM1fPjdt2/r8mISVT/LW+6etl+OzdKqT5KxBwZSDi9OHki7shf5/+ooeG1bM3YvbbW9G1yI26jdvR4s7BEcemo9fhY0UPDXPu/xgrt6SgFzagNpKOOmdnHDAZGHzWNNFDw4fXvY/SpiyMyN6M6mgeSuvSMH6MHWMumip6aHjlsg/QEM3E1CHVWL86gG1qIUb3rsfEG9qXb9ue8/cfhZVhssAhy0q1Ddg8u09ITxokXm+YeUI29x9XXG8vAUaZsl86sdqM36t7tqcRTeeLGG9h51hHlSTnn38z7y5VNqyJbZRjaEZ3odlFRpLDFscTUuvr+La6esjULcq4X1aKicEKmCzIldpvA3EaUZINU5Yb70470TTIZGlAk7ySIMAonXu8Sa1almvD8PbqZOIIyjE0hDX/SYc9Kl0wp3d7OVw03ckxpsSyuctjLgPLMUZdx83lc5skDzo2rIDJglQ3t7agNjdjb4BsR9Bs1Epq8rKAFO5VhynjJZGsQMToRAsxd3sGSa4N/9ZS9qxWlEm34NdteJwOEyNNkuNmtMezgEkuKDpPyOuSTuk7RuT3wKZ/q1E5xiYK8p1BFoTA3AJsk8yqQuZrVOaxmYnVkQQrFhmUl2UsyUXTeGOEJy8HNn1VLYlwZXAH/w6jVdTNKZeatl72SrB6lAKKVvaigEmeM40jomWBXT5TiToqV9ncmSJXOV8krIDJglQX6d6W/ZJ3ZPLyhEIN8mYMDTsIaqWOyrXijwR52ctpjxqab47seL0z8TYapvNMkutWb493uh1w9+7NXnsGDJCKJ+T0mjwyJThsdM5HbXzBlTpYjmMlA6yAyQKD2tS815XALOyenpAs0CcwA39AIX1Po3ntJvasbiuRjrcR1gImh9MGmyacak9NkavsxQImybJfOk/I64RdEwhuT6Hg3132ssnpW+jplA3PAN6JKUugKQry3KksCIXUWRyz/YhkUg7xooby3PHacraXBlrZS8bzzzBqjQRMEz/k6vai5Jefc62UmlpI5TtGNhradRCVjSfkcSK0dSt7HVxHJrLyZIHdaT6prgVFC4AZ6mtjGlFp6ejIsAImCwxx16j46zUOUUmzERIeKgNhTUFYRgTrmtizw2Eu30AKhFo0o1a7GiNWSzCBxXd7AVFNFFJpaIBM7fFU9jK4X5IcN0Vb1FB7vC6mKYvhs978kDlpnFQZJj1gskUV2NQIQpt45jW4YQM6MuSafSyIgyQ3tzZhyuJEg3KoB8sORSvfxCDP3bhlHb/52oOx0q8sZ18kEI61x+vXhCwcJqPsRWUcuYKSWHu82UYDUumREU/IJhUZXWXK8rHMHKT5TvWuR7Lhoay+Usc1opRaOTKaomAFTBYY6Bqd/8N36NwzE7X1XDjtxRdfbNMXLuljM782azJJAJnI1GbshvVe0hH2Bw2LD5kmCUI4ECNWG0GJJAGTEtZFDk2TKyCdjYZsmgdRD+d5+Yq6mDZCGqI8QSneElvUyDC25qChwm/X+HIWrICpw+GHH35g/mRHHnlk3PbfO1+Roe6MGTPafI8MY+n9Om11kog77rgDI0eOxN6NWMBkM0sJC0Y4oRNNgnuwgXCLlsWJRqQboNGJZtYTkmRwetnLYXaPj8olkspFDjkkiYGhujjvMXUwEZclGZQpY0h6X45UL2w2eThzEU3x3q5GYPN4pPtORcEKmDqgEe8VV1yBuXPnoqysbCd7yXVVyJrFacWpcpgNZcUiVJNoryDPMYwEOE/IaYsFTLJkcQw9IVdsdpAl+6XElb0k60QzAiYXXHmd+OtuXSFT1tAebDFlv8Qft0hIG5cagSMlxZCKMGviic4C26MRvhCU5/YhFFbA1IHQ1NSEt956C5dddhnLMFHJbW8gfcsKmkjjDlurfnnxDu0GJLrh6ROYwxYrScQfSfFkeafTDptHa933SdK6b1aFlmfe58jiQVLayGGwp6ay1470PWt8+nttlXTdUbVyu7FdhsMWK3uFYPd64RsyhP3sGTxYmgxTXBZYqhNODKyAaQ9NnOGgkvTH7q583377bQwcOBADBgzAWWedheeff974DFmvAx6USDTbm9Dq+EtEHArrAZNu7yERzAKMBiTJMCl6e7zLFtPsMZk/y1D2YjwhHZJcuPrYvJ1zEanmiuSh8liAIrzsRa376T7oVS8ZEG72x8peXq9hX6QGExY7AhdcdvB7mpx34ORDHtLFXgzSIPnfVd8m/ff+5bEp8V0pu1COo0CJcNhhh6G+vh7ffvstpk6dKsWKa6cgvwUJBxhV4gcl0xD1spdDCUJx+qQaWzioBSUO6kSDVGUvc3t8tJGOoQMKE3IVn2VSqE6oAq50Gotc4rJh5sHnhFpeCrWxAXDlQa2plkYfiuAyaR3JcEEYQQkFTA4H/MuWAiiEf+lS4DguFCkKYa1bVA+YLHBYGaYOgrVr12LhwoU4/fTT2c9OpxOnnnoqC6Ig8RqCSONSCZSYIIvH2K9mcbSylz2VC89JZaNhjvUlmMDMARMtRHQJC7VZDs0eW06eodkjE4eJgl29dd/OBD+17ZAn02pXgpwjZHjIRuUpe4FfqzLd5RRNVsBhi7/HRdGxYWWY9gBIQ4OyPSJ+766CAqNIJIKuXWNETLppeDwePPHEE/FcHMgD4gWZCcFSjU0yiYPWekIO44YnixWEuUzChhSRK/iMa4+HPJNrnNK3O2YiKwNZXqUgU2t+iFeshjzK7QrnCcUQlYhYrWVxJJJjMDLUeg1TOtKcGFgB0x7KguxOaSzZoEDp5ZdfxsMPP4xDDjkk7r3jjjsOb7zxBk46gmeeCDaXPKdFVCJeUCJkmeR33oHjgEMNsTyyKomycVzZy2zUKsHEz5CRDdSSZk9X2NaILymZEapvAuwehNetNglXih4VEDbpCTnTUwylbxkQbgoYekLm9ngZhhjRmx+ozhoXL0UlasyIHxukyoMlH/LMjBbaDR9//DFqa2tx4YUXIjMz3sfrxBNPZNmnE48809hmc+2eUNnmzZuxZMmSuG39+vUzXi9fvhzp6elxAeaIESP2+ixOIodJJhjt8SpPrUdDMZFI0YiE21A3hhyIplPA1IjUIQOAr77n2yQJ5nTfMVeq18joyFCt1gMmm6rAlSoXT4hzq7hIqs1uhyM9DWgBHBkZEmVxEu5xEhy3qJ3OtQicKfEND1EZInSBsAKmDgAKiA466KBWwZIeMD3wwANYsXK5sU3v1thVXHPNNa22fffdd8br/fffP+49Es6krNfensWReWy6F5Teui/TbS5eT0iDJEFJqK6RPdv9jVLxhBRFRdSmO9t74crPR6AmAHev3tIEJdQeb/OaSnISfKehhPZ4d/fuwJpauHv3lsaGx65ncQx+FYTD3rUIWLQZ6YwvB9hTfAAlqyXQiEJHJ30/+eST6NmzJ7xeL8aPH8/Iyb+Gd955h7XH0/7Dhg3Dp59+2kpBmt5PTU1FdnY2CxYWLFiAjoqPPvoIn3zySZvvjRs3DqqqYsigodh34n6o2FKPTE135rzzztupSndc238bj8mTJ/Puuzbe04Ml+p4SM1OtPj/hpkurRFkgw4Twm75j5tZ9SWDv3os9pw6KZSFlGWWolpvZKqXFsEkkuaHLHejt8TEXDfGDCzdqWRyy0fCayl4SIKxpHTm0bi/Vz8eqNDVL05jBfAvjIBMhnZ93Xk0jyjtkKDoyhM8+JKRIGYrbb78dixcvZqWaQw89FDt27Ghz/++//551elF56ZdffmEcHHqsWLHC2Kd///6MyEyloHnz5rFgjLg7lZWVSfzL9h7InClJLMnZ3PLckGUOmMjY02jdZ5CgdqNBdfFVakqPQmObLKR0RUu6u1PNdhDiv2e9zZt0tZxpKYhs5xpHwQ0bpSFWswxTnD2QRBO/lsUJbebGz8F16yEatswc9uztrl0HWoopajIbF4Xm1evYs/+H7+KqDtGweI2oDh0wPfLII7j44otx/vnnY/DgwXj66aeRkpLCRBXbwmOPPcY0hK6//noMGjQId999N0aPHs0CJB1nnHEGyyr17t0bQ4YMYb+joaEBy5Yta/Mzg8Ege9/86EiQmieUGJRIMHm1mkglGpMORSdWS9iLECjhljzRqu3SBZ86T8jJuDjyfL+xslcYDur20sckwWJHJ1brZS+bTMfNv5P2eAnGhnRubJ7Sp2c8H02CseklfaeDhwgB0oYC0LKEP3dUCA2YQqEQFi1axIIbY0B2O/uZTGLbAm0370+gjNTO9qff8b///Y/xd3ZGNL7vvvvY+/qjqKgIHTlgkuB63elEqmraODKNzaalrWWCs3df9pw6dCB7jsrADtYQ0ko4qIllfNUgzwSIBE2iesDkTveaOqnFXxAhU3s8qUIbiMrTHq+XvWRCWNMTctoTu73EH7fgdl5FUSsr4rZL8JUiomWoHeZOVoIEY+uwAVNVVRUURUHnzp3jttPP27WUcyJo+67sT51haWlpjOf06KOP4quvvkKnTtzvKBE33XQTU73WHyUlJehIkGV13xaiElp7IGEilamNOrETjcxQZYMCjbyc4pZqlmBlTK37jKtCS5QpaTR1e5lMnsWPDAi3hNoMmCQ4bLB37c6e08eMSnhH/AIiUFrOniOb1ksXzOkZaofLLsvhkgLCS3LthQMOOIARionzRCW8U045Zae8KBJvzMjIiHv8FmRYdXYIDlPi0GQ67NF4IrrNvXtyDO0B/bz0b9rCnpViztmQCUYWRzqeUKxzk9mP6PGSBJdHuCVe5FAP0qMSWXwYmj16QKeVc0RC1c+13IQOYQkOnM4zdDi0aESiLjmjpN9KHDmKjgyhZzRlfKjFvKIiPiVJPxcUFLT5f2j7ruxPHXJ9+/bFhAkTWFs9WYHEbEB+P1waObVFIiHAP3eGSd6xQWuhtrvlyeJQCZo9N0US3MblWSIaekKk8aJHI6o8PCGbGmF6QjbDqTUqjbN9a/d4SPR98gBYb9n3DhoM0Whew7M3YZNsimydrA4XvzY9vXj3qLsH5zSJhM7ScLp48GuT6P7RYXWY3G439tlnH8yaNYt1uhGoxZ1+vvzyy9v8PxMnTmTvX3311cY2KrfR9l8DfS6Ru/8oKMDLysoyslVEUGd+Z3sxgv4AwtqKgsEWRiAgB1coEArFjU2FPGMLBum4RRg/iNSrlYiCQEDcJUXnOHWC0jkZornfQVpHTukCYNXOA0xXuleqwFjnVpE6OvGEXAVdmNaRs3MX0UNDSOcJabpasUhJ/HGzF1CX1wakjxkpHXk51EAL20ygsTZuuwznm6LFvjpPyNU5H1heAudOqCPJhKJZBDm0gMk426Lo0BB+NyVJgXPPPRdjxoxhmkDTp09Hc3Mz65ojnHPOOSgsLGTEbMJVV12FKVOmMJuPI488Em+++SZ+/vlnRuwm0P+95557cMwxx6BLly6MJ0U6T9u2bcPJJ5+8R8asZ7N2VuLb20BdLgFTLOm0ReAL/rr+UrIQqGtGWIlxNsg9uzYkx9haapqhRB3MPJPa0W1QUBeqETomapro3r07IlGNJ+QTfonHQQkrhgCjR7PRYPdgCW7E5k40VlaSSOsoovOEWnV7QZ5AU+MwBdevB5yd4V+2HBgxTQ49Mo2LI9PSVtGcAvQsTri0lD2H2HNfOTJMXicCkQBKG4sBV8yHtKNC+N301FNPZavi2267jRG3R44cic8//9wgdhcXF7NJQMekSZPw+uuv45ZbbsHNN9/MLDhmzJiBoUOHGhmgNWvW4KWXXmLBUm5uLsaOHcuUp0liYE+AMkoUjOXn5yO8m6rYMmL1W99h+apYWamrewcO+McxkAHL55Ri+TelcDpJ8NKG7GgljrjraMiAL1/9GJWRTuhsK0dFtAt8kXqccM+hEJ21peslRqzWsjiSZEF18jLBmZHKAyWbFBW5mFGrVvaKlJcD7myEy8qBXq1V8pMKptmzA95CvlizSRQxNa9aCyANwZ8XABcMN8YUldSGR5LDZgRMDrcDLeEWNDK+YS+E6bwTPTZVM6F2O1EbqEVIDTH+jgzHrUMHTAQqv+2sBDdnzpxW2yhTtLNsEXXFvf/++0gGKDijx94Opc6PQH3s74i4Q+w4yoBwk4pAvQqvJ4pA0IawKs/YAjVhBIiD4wohEFZhD4elGZtOdk0pKgAW1cLmkWNcocaWBN8xeTrRQgl6Qjq/SoamiGgaBWw74OvRLeEN8cctonnJOV02bKzbiJZICyAJrS+i2/C4tfubHOuGOIsgp9uBFVUrsKF+A9wuzmMSDSVqZ8fK4XHB5/TFOExR8eebSIhvY7AgHJGAfPopOupmf2vy9pJj1ZpY53cZWiXy3I0VnSekdaLJctz0DBOpQoMtNuTh4hjdXol6QhJMEsFtPOsQrd7BSiT68ZJgaDHystOGn7b/JFUQbPgWenmmhB87ScZmZHG0bLCdP8uQbVUpYNKOW5Y3C32y+8h2ixMCK2CyANfgeH8g3/BhkAURLShx6mRXCW4mcaswbWUt0+DMRq1qE+d7RSUQhowTYIyG8W3JtzFxSAlmCXsXnr1J6ce7vGTyktM1e5TizXh//fsIqzoVQPzgFL3s5bJjWvdpcDs0uQgJDpxx//C48EPZDzz7JQmMgMnjwpiCMeiTrXkrij9sULXQwOnzoLSxFPXBemnGJhJWwGQBEY3vosPmlCSfblohOjSlXpkQ0QMmj95JIsfySxcSJHxR8ZVU9zkzT6g+VB+bVCWYXPUA2J2Ziip/VYzsLcHY9CyO3WlDUAmiWauwOnJyJVCF1nlCTuSn5MNl5+Vg8Uct9p1S80NZcxnKuX0b3H20jIkEY3N4nGgKN2F1zSppOvhUD5dM8fXthdU1q7Gj5c/R4PRHYQVMFtC0ON5jz7+KX7gyIKJqQYnh6C1HUGI2apWtdV/vWrJFFfzUsAQywWildgANIV5mJUgwR6B5FTccjWzegBvn3oioJhIZlcrby4YT+p2A1E6c/C1DC7rOE3J67FDNKp8yHDf9/uHzYEznMcjuxI1uHZmZEpS9tJK+1wWnjbpsIc/5pgVz3m5d0MnXCdtzNGPgbuIlNkRil+70J5xwwm5/MJnoUheZBfkRqm8GkAG7EoTq8ED1y6FzZL7heXIygErA2bWLdAHTkrrFAA6R4kZHCGvEarsSws2Tb8dnq2qkCTR52asGKb174Lghw/Gc6zvK/8PmEq+SHqpvooIcbE31cStqGZS+9YDJ4bQzYnV9TTl86IpILZVcc+TgCXlceOKXJ+ALe9nMIsPloGg5AbLhGZk/EpsbS0HWz8HNm4F9xbbJ652sTq8bC7cvRIYnE0QnFa3rR+VxVcsaRutrMKrXKDyT8REKm4FoLjcM7qjYpQwTte1Tu7LZoPbXHp988gmamujmY2FvgJ5Sd2i8iLhVoizlwjStTJieBlmgaKUHvz3WKi9V2UsNIztF7GSaiLBOrHba8FXJLOgSWzYJ1NKNbi9HFPdMvgf2mAIj5PH2siHVlYosjYojQwt6ROfieJ3Y0sAteWRb1Dg130KllgtYKtVi9dIYWOcjkDZuNDbUbUBdkI9NdKCpW7YwNHHu0liVe/LZymOG2R0Ru1xLePzxx3c5Y/Tuu+/+kTFZELRCtKlEDE5DSIlxYERDX4UtL5mPbExGdTFZHYwVPSy+CrPzm3B+dj4aGmSYVhMmCa8LtYYAqRwZpuYlVP51I7xuDb7Z+CP6hw+HHT6oTDk1RejYIqGYt9fwvOFYjJVSTGDxIod2bK7fHAvmJBgcywLb+Pl2+cjLMQucNyfDBaFozQ8kYdEUakJNoAbwFSKiKtJkDV0+DyamTMSK9GZUSbD20vlyBHcqJ8t1aXJiI72o6NgB0y5lmL755hvk5Oz6SvWzzz5j6twW9g7oHAREQ9IoGydO/u4wH5unUY5ur3Aw5ukVcif4ewlGNCWdPXsLOuGhnx/i2+SIlxDRDG4d9ijyUjrBpR06VYIuvpgqNKQThzSaH1wOfLftOyjahC9DGThGrHajd1ZvpLm1LLDgsdGiJqqb7+ZkYvri6YhS/ZcNTWwWnb43PaMZKdmCIblDGJmfoH+3ogM54kA6fF68uOJFbKpn4ZLor3TvCJjIioTMa3cVkydPhscTcyK3IDf0lDqi/IL12D3S6QmNLRzNnj16y7JghBuI98UxaNAE9mxLEZsh0RGs5ml0eziADQ0bIBMiwbBB+h7XeRyzRpFFVsDo9nLa8PXWr6GoEXnGphOrXQ5MLpwMh+Z+IMMERvZAOk/IDNFDM5eWUvrGC0I6tMyTKKiUMdSyhETkJ1T6K6WgRIRD/Ly3qxHYPB7UBesQ1q+FqOhvdS/skiOTz3Xr1mHevHmYO3du3MPC3gejk0Rv3ZfERiOqKDGjVq0TTZbLNax3e9lUbE3hwZMjPQMywL9pK3tWtxXjiF5Halvl+E71VTUFTD2zesnzhZq5fE4775KTSFZA1RY1Do8DI/JGxDIkMpW9Ujz4csuXaE7XrlnN3kqGgMkeVXDtmGuR482R4mowl73ouFU0VyAnhUtE2AQHc5GWYMxT0e3BWYPPMk40f0R8Jlgkdrsf+scff8QZZ5yBrVu3too2id2v6LljC3sN9BVimtsL4pIaMviCEQ0EoGjZLrdkJrKqTZsUUjx4+5eXcBCughrwS0KspiyOg2lXnT/sPLz6OXl9yQGDWO20oX/OAHyLDbLEJIbkAfmODcsbhiYfv0Ha03iJUySUaEzkkEo3qi55IEH2S3V6Waejr3d3vLPuTuQ5x6AQnWDLz5PiXKM2x2hTA3x5ebDbtMyc4HucXvYiOFI8eHjRw6jIVzCuBEgbPUaOgEkJw+71oJMzFU49iIuKP9/2qgzTpZdeijFjxmDFihWoqalBbW2t8aCfLex90InVIZVnSvRaumiEm/2IanYBn5R+yp4VSTr4AlW8o4WkGIaB8/XUhpiukEiEA1rZyx6NtShrE4VoKGEtw+S04+gPjpLKRsMoe7ntePGwF1HQfSD72ZGdLZEqtBNZniy4HXr5S+xxU6n5QbskfV06M62j9Ba+IVxZJUVHJpWW7JrHoz/CFzV6uVUUIhoHkqQ/7D4fXHYXe8hwLehdtvZoGDaNitMvuy979jq5oGVHxW7fRdevX497770XgwYNQlZWVitJAQt7ccAU5QFTRF9qC4aiZXEITQrv9lK0lbVoBLZVsGdbfY1xM5Fgzo+7GTsdwPLq5ZAJunu8w2VHQAlKZY2iByUuN58k1EYeAEcam+Sx4fE4cclXlyCkLWpEc0qMLA6hpREXDL0A3Vp4cBIp3SY4UxKIlZY8Hny08SM0h/l3KbpLLmyMLQK7281kLM4IjmTbmpcslcJTkcqYBLKUYar8BPGX6d4VMI0fPx4bNshFJLWwZwKTJqWBPcdWr2IRdXmN5EiWL0MKsqaOcDOfsBw2BV6XXKsuvYOPeEI3/nQHZILOKyHy8jVjrjFFmfIETGRV0RJuQbicJA6BSKX4Vmp7HucDpY/dJz4DLPiw6VIMerbE5XDB7eD3E9GlfcXIMIVhc7nwwYYPjMNlFzy2iJ7FUUMsmCP8sv1n9hwOB6QyoX5t9WvY1iQ2+JUFu0QMWbYsZp1xxRVX4Nprr8X27dsxbNgwuFzxgnPDhw/f86O0kJROtIg9CAqVnJogo2j4y3cYtign9D8Bc6oAuywBk+mmMqHrRMxEDWyylL10PSEnEDTFvpSNEK0irAswUtmLCLjbsEOiDBPXEyKH9rM/OxtHqkdJEZTEHbcUD1494lV8MPNDhCTIMIUNvksIjpT4hYPojKvBxYkq7Lyf0m0K4GwG5ZiM8pdgv0fWiZbQgS78uAW0sWkB06DcQQjZStjroEX6/m2MHDmSnXDmi/OCCy4wXuvvWaTvvQ9KREFUC5AG9N0Hm7cC9kw55O8DJVzF2B5ohs2WCpnAAyYn7LYI7ll4D4bhMsgCQ0/IacdzU57Cdz9r3EK6fG1yCDBSFocc2lfgE21s4qMSxe0DwoAnLwfratfhSF3yQIKxheobAZsHytZNCOZ2RVAJSDG2WGkpDJvXi2NnHIsjQ4cAvq7CtY7C/ljARDh3yLn4wP0KmqLiY+AIE2qNBSUP//wwsr3ZIFcq0cFcROdA2vj3938j/w//cdzOjpkuL9BRsUsB02by3bHwp4S+ciVkjhgKbC2DvQf5fYlHqDl2UwmwlY1m0S5NJ5oTdruChiAvZcoWMLncdvTydsV34AETW9SILpPQ/GDnHCYSxENUM48VPYPREHxpJEKD9DGjcEfLHWiarXGXJAiYVOIw2QDqgSCjVr3bS/RxU5r8sUyJ243aQK1hvhdR+MQrfOLXghKCzeMGAmTF45aj7KUFcyTHcIB/ANJtEkl/aCKfBMoGV4fEB3OisUs1hB49euzyw8LehVBTrF4+f8MX7Ll8xybIAP2mYouG8NKql9jrkOCbsI6wJsDodjpweO/D2Wvx02pCFsflQHNYMx2TZHw6TwhuGx7/5XFjVKoEQYkxwSpBnNj/RDj0FnTRitVRsuHRZSy8eHnVywh244GmZwDv5JMhi0MVhjeOesN4T/R3qmjXqJ7FISzM5J17wb5FkIJYrY3touEXoUcmnz9FXwmObnwc6ftyQV5CXiqXiHBpdlAdFXuMdFFeXo7i4uI99XEWkoSAZqZIk4R/7Rr22lcith24VVuwLQLVrpVH7BIswdjkym90LpcNHqdHihudjoieNXepeGQRt0Zh0Pu/BcLemTvEe4u6YmKXiZAJkaBmVbFxHXs2OvhEZ3FMAow2nxPPLH8GZUHO/bK5nJIQhPlJV5hWiGwvL+m7TF2uIgNgu41/gQe+cyACYd4JrBgXidixUdMI4eT+JxsnmmjJA10jihozCGd+eiY+yeZiuL7R3HGho2KPBUzTpk1Dr17x8vMW5EekWU+p0wXML9hUZ6pUekIehx2XncYn/tS+AyCbAGOf7D7aVjmCOZ1GGLaHsGD7QmO76EwJQwafTNOLinDZyMtQq9mOOQTz5hRFRVQvc/mcrJVab92HRK37Dp8HZw06Cz3r+Uo/sJbMqOVpQY+PNCFJSY4HAM3hZvTfpgUDK7k3mihEPZwg786JnfdlzZyzqQhe2DStXM2eAz8vYM9bG7aiNsh150TbtvxpAqaXX34Zs2fP3lMfZyFJCDXpKfUw8lJ42lWGeZUQ9sf0hFKcKVK0AyfyhFR7BKWNvIPEJpk3oNvrwpguJtVgCb7YYEU1f9HciE6+TvDpkgyCu/fM7fEtDj/+8tVfDGsU0YdN0SZ+4gZ501JxxagrYA/xbRG/WI2osN5RZVMRVsKMlxaMyEFI1/XISPGeMPO4mchPyWevbXtu6vtdsGVxG5SUgf1YEEJt+520+6/oTmCjlKnw7/a/B/8XA0v5d1n10w/oyNhjZ83YsWORm8tPAgt7D3RxNydU7NN5H8iEiGYC6XREEVixgr0ObtwklQBjC5rw+po3ta1yhEyOwu7suWDcJNw96a7YGxK07odqNQG8pnoUpRchpYEH7GHBLgFxNhoeuyatIYcKudH8oClWR6IRKFE5jIGVgBaUQGUZHLL4aI7wsldIm3CFjU27fzi0khwFS07S2pDgOw3W8OvA1tKIxlAjDnvvMJQ2l0qhNacvHhyaKfCQ3CFIs2maeLocfgfFHw6YGhsb8b///Q/jxo3DiBEj9syoLCQNIU0PhGrpujiZLNYoOqckFPXj3XXvSlHfTzTf9Xjd6JXJS9Ga3Zc0yu2e3CxarkoVMKnaZFCu7MC418YhqnNJFFWOziA1jK65PfHL2b/A6/BIMbmaFaujLie8Di97yJAp0bMR1IJOpO+jeh9l4uKInVztBdyyyDewv7HNH+FNEOGI2OaRwGbO9w2vWsECS/o+ZePMmeWhBuXy5gKflunvqPjdV9vcuXNx7rnnokuXLnjooYcYh4mMeS3sXdCJ1U6batSpI5IEJfpKxx9tQkVLhVRecnonWufMfIweeSh7HZDEIDiwnRP51bISbKyTIyOnQ9GUTMIuVfP10rM4YscV1oJz5u2lKS9DkgksonWiUTC3unYN9nl1H4NfZRM9Ni2LY7dHkenJxH373YdUF+dAkvyBSES9fHL3dM1n2a/nlj+Haj8vCZMtjwwBut1hY1SIn876CVO67a+9KzhrqNsXOe0IRAL4eNPHMWuUDo7dCphI3fv+++9Hv379cPLJJyMjIwPBYBAzZsxg26ksZ2Hvgk6MDKstKGnkqx6XJNYoOk8ozetDltZ5I7q+r8PRh5PP0yfsA6dH04ey26XKzK2t+AWXzo4JaooONXl7vCaSWjgYD0952JgchPNdmK4WBSXcqiJM2RwtOBc+thazHpnGD9IiJeFj03Tc9PINIWcU582ljRgFkfBrWRxlyyamDzV98XQjwnRoWVjR9za9Qkj4wr+IPQezxDbdRLQME2ml0XG76bubsLGOk+TF56jFYpfv8EcffTQGDBjAbFKmT5+OsrIy/Pvf/27f0VlIGrE6agsbF4Ms4mRh7Wacm5aNswafJVXApHOY3Okp2NfF09XegBy3E0Vb2bc4EjypBHffRINBQ0/Il57OOEw2fcIXfOhCureXEsbqxg249KtLsS6XByqu7j2k6UQbkT8C35zyjVEuFK2m7erDy10Zk8Yb2+yaXVai5UeyEarivDi1ohwehwfH9jkWaW4ejHjs8VnEZEMJa122pkCzuhM/btHOmpir4C5bp8vOyqwTukyAqi23QpLo4EkfMH322We48MILceedd+LII4+Eg5w9Lez1iGgchHSPD5MKJ0EmKFpl0OlxCO+iSoR/M++M+27+y7jz21viBywYqhYwjeg+GtMPeNTYLjobobT4DRseV5oPfbP6Gl+r6LHpZS8yQy0NVmDh9oUIafO9aK0js28hLWbSXGlo0bg4EcHnnGLKRiwoX4DJb07G5kXfsG3Ny1cIHpteWuJlr39O/idyfTwYEb20MY+Nsjd3/nAnhjt5YJ7WrEojfFuQWoBnDnkGqVqgGbYCpl3DvHnzGMF7n332wfjx4/HEE0+gqkoOgUMLf7x843E5kOHOkGLy0uEaNpI9+/YZhqjwglLbpYjmUA12+HdI0yVHXVN6FicnJx/D8k2NGKJ5QloWh7A5sBlvr3vb1IgmOJgzWVX0zx2A68Zch8ENXCQqVMyDY9GaPa7MdPZMtii6vIboS7VpMTdmD/z0I+MJ1QfrYQvyY9nSWCOFACMFJTpseilTlaSU6bSjtLGUNbUENnBNrXAJ75YTnmFyx5IinXy8A140L22vCZgmTJiAZ555hil6X3LJJXjzzTfRtWtXqKqKr776igVTFvY+hPXUsMuONTVc6bvFZKchwyrszS1v4zFmoyGP+aPeibZvn/1xXN9j2WsZwsywSeTQneZDyBO7xIX7Z2m+Y4RFVYtw/8L75SF9G1YVKnpn9mZGrS5Nx0clR1SBsGXzycrbswgrqlbgpZUvwef0STGBRbT7Bx03Kt18eOyHJl4a5MiUOGPXQFlTGXtuCbVIcW9zumzontGdGdwWZhTKcdw0HTeW2dfQNY0r9MtC1xCF3Wappqam4oILLmAZp+XLl+Paa69lhO/8/Hwcc8wx7TNKC+2GSEjTE1KbUNZSJk2mhNC0ggdwmeViV6ptQdFsHwryyAoim73WhQ6lyeKES/DEUhPPUHBZM6yRl21RBT0yuzNrFEMcUnRnkC7Wp1lVmCE6+xWqrmPPNn8TftnxC/PgC6liNY5aleQcNqS4UtA7qzcKUjuzbXpQJ2xs2ldJ5cJZW2dh0huT4Ff8UnTbGmNzO5ksyaUjLjXOM9FyDKoWMDk8Lnxf9j2Om3EcNtRvEDomWfCH2nqIBP7AAw+gtLQUb7wRM120sPfA2acfe16aXY312XxCy+o/BDJAb709ps9huHDohew1FxSUJ2Byp3nRLYMLRdokCDTDjXzlbFPD+LjsK3yw6i3jPaW5RRIbngimFE3B38f9PUb6Fq0RlZbJnlIH9UddoA6b6jYhyGQPqHyjStHtFdm0Hn0y++CEfifApV8HokuZRqak9VQiS4aJSkskpkkCkbqhsk/TsRI9Noep7FXSxEu/EbPNjAAomqCc0+1kXXIb6zcaMgxRdGzskT5oIoAfd9xxmDlz5p74OAtJRNTDyXypXTsjr3NP9tqRphl8CUYkym8mvrRUZPoypcl+URkiaudjW+5fi/JmeTJzeoaJNHsKs7tjeKcYh0k0b0PPMBF5mZDu5pwcGbI4qial4SnIx/Mrn8exHx5rqGmr0lh8gDVm3DHxDjR5+JgiaYKzOCYuDpUL3177NpNkkCKY0+JcIi8f2P1AZo3SY/A4ts1T1EOKLI6LgrlwMwvSO2uZOdGdwFEfv//7enZjZdbnDnkO9SGe5fSHY2X1johdCphOOOEENDQ07PKHnnnmmdixQyfCWpAZzeu4vsY050CcmTKVvQ4V8xWtLDwhd4pbglAkhrBmVUF4fvPL+O+y/0EWhBtjWZwzB52Jpw/9b+xNwZmSiO47pgVM1LlkN9rkRI4MCJRtZ8/hTRtajUX0uafoKuSmeXRzBv+ebT26QY6OKju+Lf0Wd/94N6r8XDg1GBErDqkosUwJiWlS6SuzR1++LZ8HJ6IQ0bI4Do8TL696Gfu9tR+CKj9eTsEBk+rmQXjKwP7I9eViXJdxQF4O26Zk88agjopdCpg+/PBDVFZWsqDptx719fX46KOP0NQk1hTSwq4hpHsaNdRiWyl3qW6p4Tc8WfSEZld9izd2fM5eR9LEptIJ4cZmg4vTq2AAumfyklxU+NRK5GUtixMNt6Itic7iuIfybJenIA93fH8Hpr41FUoKz+yQWKRIhGv5glAtL8U1Y67B8nOXs/Z9hqhcARNp4/T38nPOqQluCs/iuB3omdET04qmGRGm6BZ01QhKYgFI+Ube1ddUuhUyZJgomNOPk55ZEl320iU2yO9Rx5R9z2DPOb0GoSNjlwImutH2798f2dnZv/nIyclBczOfUCzIj4jKTwGn14maQLVU1ig6T+iTss8wL7SSvW7QShEiEWrQszhh3D7lLhzR6wjIlv3Sy16lRrlQPE9I0axuaJKoC9ahOlCNcI7WKp+pl1wFe8mZ74iGmjbkUF52ALfOvxXjXxsPTwnP4CvrxVrfqEYWx4Ejex+Jx6Y9hkxNnkR0R5XBxfG4sKhiEd5a8xbK1v3MtrUUbxE6Nls214NK22cErhx9JZacvQSDcwdJFaArZSVYV7sO3xR/g+Yd3Gc0WsdLcx0Vu8Sg/eYbLkS2Oygs5C2SFuSGflN5r/h9KPURdMFYuLRARTRUO88+TO47BauL+YowNSTefiRmhqr5aGlEUplEK51eF26bfxtmrv0AF+MxKTJMDfO+p0Q/1IptuGncTTi+7/FY8FMxUlGIqODWfa687DSsKtSoGrNGEa3ZY+gJ2RnfhYlWGoKfkIYgrCPNnY7aCAVMYmUs1KidHSenx4mvtn6F11a/hgvBFzc2wdYonG4QgacTL3U57A7WkebC4cyMV6h9kXYPcaV4MHPDTLy06iXcsPJMAOMQ2ioHXUPqgGnKlCntPxILQqBoxOodkUrkgLfHOx3iA6ZIIGgQq/8y/jKU29fj89V+uBsDEoxNFznkAdOogtFYh63C2/YJts6kl1KLlL69sKXhwzi5T9HdXpyQngK7EmEEVwpKNtZvhT8VCFdTdpNrvYi0qqD2+OdXPM9W1v1CBYCHJl7Ratpat5fThtsn3o6/jf4b5s/7mm1TBbegM80eG2+PTxSHFB3N6QKuzlQv+mf3x0HdD0L3jG4oD5A1itjSfrieKCsuKCWbge7D+XhtqvDSvi72qR+3zo7OGN5pOBqCvDwXksTNQBTkWRpbEEqsPn3UWZjcbV/IgpBGXia4MrjruCwwvL2g4PgPj8ctP9/F35DALijUwMvhDkRw47gb8eRBT0AWGN1eDj6RdkrpZLR5iy5DGFkch42VID7Z9IlRkhMcZ8bZj2R6MlGUUWS4xwcEE6t1nhCV9Mmk9ZB3D2FZMP6e4C81nZd508fuw6QYHj3gUWT7suX4TvU4N9DCOgsf/OlBDMwdKLyUqV8HbBw+D84efDZeO/I12Oz8e47oHZAdFFbA1MGhaknGPp37Ii8ln28UTxNCWFOFJmK13ecR36rUhlWFM8WLDXUbsCzC+RA2l9gSBKFFE/sMr12FIblDMLlof+M94aUlE3n5400f4+ONH5tKS3LoCVFQclL/k/DXEX9Fukb6Ft21FBNgjI3D6C4UDIXKXhpPqNJfifLmcmyxcaHZ5hTBx02b/O0maxS7Xfz5Rr9b0c4pCkpmF89mnXIhTetI5M1OD84RVeGg+66G3BTOubJ3cGuUjv3XWzA60VypPqytWQtgNFo0wT6RCDXG3ONHvToK49f3xEhcjYjgEgTBlpNH/TbwdC3A84c+jxXrVqHlF/FGqISwlsVxanNVhMpJxMWx2YUHTOay1+OLH2eT63XRG9g24WMzCTAeq1ndfJD1LuAHbCmpkqhC2/HB+g8YhynLkwWifXsFCzAiJQ0IAt5uXXH7iNuZl9z/Ns3EgAoAgiUPmO6X3YnIhnVA51Fs2/p68mvrCn9YXGZOpXNdy6w6Uzw4LP8w9M/pj8xO+2BbiR/uPn3EL2rUMOze2LnVM7MHqqrF89JEwwqYOjgULf27uGEJM5GV5XIwBBijYWaboWX+pYBuVWEPBzC2YD80rysH9fDZIuKDOXMWZ27pXC0I7iWHDpPeJee0MUG84sbimCWK6AxTG75j3oEDgF8q4S4SrXUEg1j9zPJnUNJYglui1/BEhOBssOryAsEwvL27Izc9DUXpRTi6oBnrKpqRHRYnFUEBeFRTQ6eg5K9f/5Xx0g4ODkSagy4FVRKekAfH9T2OvX7zk0/prINf63AVKS5LHcA2j5fJf6yvW4+zAqTRly36dNv7SnJ+vx8tLTGLha1bt2L69On48ssv9/TYLLQzlIhi3FTuX/kQGsMNUnhAEVSnx+BGfHPKN7h4+F/Yzw4JUsItWiu3UsJLcZ1TC7R3xEd1kaBmpuy04fpvr2e+YzEzVEkyTE4b7tr3Lvxrv39B1WwghI/NyOI4UNlSiWp/NdZuW8q2BZsa5TBDdTswpdsUHNrzUJPgZ1QKPh9aYrp7kbUUpAOBNetEDQuKLhBFx83nQZW/ChUtFeieVcS32dzCFw4EV0osi7Pp56/Yc6i4FKIQ0RaqFDDZPW6sr12PZZXLDNX7aAePmHZ79jn22GOZ8vell16Kuro6jB8/Hi6XC1VVVXjkkUdw2WWXtc9ILexxRDTfMUL/wsHotKMTok1yTPxIz2JP3s6d0MnXCY2pxK9qkmJoSohuHk7YbCpmFc+Cjxm3ypGb0zV7KGAalDuIEXBJ6DAqAccqYuIJEbxOL+yS9MebBRgPf/9wBJUgrt54LgLpXRHcQoGxOME+R9duQFkAaaNH4sZxx7NtL738H2qyEk76ZpwX4uPUVOKTTYsM3iFBZD7TnMVxpXrx8JSH0RBuQE3xEtRQ/Ktxr0RZKxlBideLplATPA4Perk6g9hfNm3RIzbDFKGbCK4fez1qAjVY9tgncGEAAhE5TJ9FYbfPmsWLF2O//fZjr99991107tyZZZlefvllPP44rWYt7C0IacRqwtPHPMd8qmRBoEorexkTgk0aNe0IC5hYDQ5Xf3M1nlr2tPazDGPTxSHtePGwF/HO0e/ApnXv2dNj3m0iCaWUKSFQxxfpz8iwco0JMDoN4VaPluW0C64HqxpB2J0bE/cMaDxDkSKzxMWJamOjste9C+7F37/7OyoDXFQzGA4JL00z8rLXzToLqQnC7XQJP98icWUvD4784EiMfnU0irTsl01gFt3oAI5G2EJrZP5ITOs+DS5NoCzawYtyu/3NUDkuXbvxUhmOsk12ux0TJkxggZOFvQeRQDi20nE6UKFQkFKAkPjuePg38nJXpHQLnl2+Dt5yWhaOEF66MStWU8fNiLwR6FaXI00wF/P2Mn2J2jFTg3Qz9Iote9loca/gwLcPZBmm03Fq3BiFjY1K0yrgSk/BL2f/wgKRj+a+BGretwkWJg1sr6JCOZStm4GB/FxLc6ehTnALutFRpXWMju8yHg2hBtSH60BexuGIuBb0sD7xq5E48nJduJYELaAIbDIwC9/aPR4EIvxnj5tngKMCA3TdFkV3CtBBWnO/NABuu1gLI9HY7TtB3759MWPGDJSUlOCLL77AIYccwraT2W5GRsc25tvroJW9XJrj+ZYCfqFWdvZKE8xFEcZjix/D18WaUJ8EKxw9pe51ufDqEa/iyD7yWKNEtISDU/PP2t68HVFt4lJqabIQz8WJumyswYDGpkN0l5wtiwciWQcdwFbWLocrljAUraatZTRDLXWY9PokTHt7GlJcmrSFwGxEHHnZ68EjUx/Bs4c8i/zUPG3SFTg2IyjhWZz31r2HjzZ+hKU1y9n2sMCOVr2hhcZGZa/vTvsO80+fj0wfzyCqAhdeMY05/t3O3zYfC8sXwuPUy/kdW4lot//62267Dddddx169uzJ+EsTJ040sk2jRvHWTQt7B3TfsYgthFM+OgWrK7lfW6ZDMx0ViAjjBQHUtERdJMTHIdgkuGD1icLQqdRE3fRWYRkyTCFbEKd9fBrO/uxs2PTsjegsjhYwpfh8ePuot/Hw1IcR1oXwRI8tQbOHWUTo1ijas2hxWdUVRWO4kekdefr2Zds8/foLn1yJs0QlOR35jG8oNmAyJn41gqjTgTt+uAM3z7sZNYN5g0a0T09pyl5uhxsZ7gx8uPUjtl27hIXA3qkze04dPIA9Xz77clz45YUIRfmYJUjwC8Vun9EnnXQSJk+ejPLycowYwd3HCQceeCCOP54TEi3sHWheu4E9u2prsLpmNaZtH8QSsanFVAIQC0XTE6Iszt373o3ilkX4aFW98PIIG5vh7cUn1+F5w7EUq42Jlm6Col3QFaeKldUr4TCJLjL9F4Gw53UG1ZF8+Z1YAJyXkofN0fVSdMmF6hoAmxdV332FZ/qsQYYnA75gMyNW627yojlMGelZ+Gi/jxghfe271J0RQDQtVYrSEmVxdNgdNuEqFgZPKBphge+0omkIKAGcnXEu5ixej1RNlFRkwOTQyPE6grYQUkRbo2gLUipN03EbkE1E7wBK0j2gW1ykkAdUHRW/awlQUFDAHoSGhgbMnj0bAwYMwMCBXNrdwt4B/abihIqnDnoKkfdKsDJWJREKnbSpcYLh6UUrwqVwduKKszKIHDYqDTj949Oxv3ssgJFGacmmTRhCxkb8BxuQkZKBJw98km1b9V2zFLUle9cioK4GvqKuBunb1bsXSIHRWdBF6NhULYvT4gzgzbVvIs+XhzNwiBSrat0M1ZOWgq6ZPDPy0dIH4MMYVK1eBhzcUzBPKIyKcA0u+PQi9p1eZjtaeIAe1rg49qjCyquPTeMG1MufI/kbJwIbSBpktFiZCK+Lcb6eXfYsUlwpOLb/cZhLNGCBZdaWDZw7Gl63GnbbCLx51Jvs53+8fD+6YhyatUxTR8VuL9dPOeUUPPHEE4Ym05gxY9i24cOH47333muPMVpoJ4T9etkrismFk5Gj+SxJQV42afYQbC5XvLeBBK37VMpcUb0CFS0mLo5ow1HtZuxLScH+3fZnD0OHSXCGKVTJLTPqmyrw4YYP8dP2n5CSwc85m9sjRcCUmZ6FS4ZfgjMGnYFOvly2zWUTR6xWFTXWieaLyUJkNGv6VTVcO00kQdimRtCiBlDaVIptTduwpPoXtj0gUE1bL+knkpdtWglY1e4vImDL4Yu+lEH9UBeowwsrX8CLK19Edrr45pFwo7a4aoo/r4bW84ycd4dYTTLR2O3ZZ+7cuYaswAcffMAmCNJjIkmBf/7zn+0xRgvthEhASw1rLtkra1bFtSzLQKyuDlZi/Gvj8eDM69jPgSresiwSujtLbloOnpj2BMZ3mWB6UzB5WeMgpPTl6t6K2UpGcDDnL9nGnndsW41b5t+Cp5Y8hZDWWRvevl1wUMJvhZ2yOuPyUZfjomEXGdNWVIJsJqHe3ow317zJtL8KM3iWzudIEZ6hptJS17SurAHisQMeg6qZFos83RS9AzhBDWpe+Xz2HBHIS9N9Min7RZmlcwefi1MGnMI6lQmqQJ6mojsF2OO/vBFp/fh2k+hmR8Ru5/7q6+uRk8Mj4c8//xwnnngiUlJScOSRR+L6669vjzFaaCeEA8QTcrNONOqGaA7ppRsZMkxaK7w9wryzlJC+mhU8MBaE8LGl+lIxsWgKfqidbbwnmiAcdVOHYwuasxz4vux7NIYajZkrKtgaRY3yCSElNRX7Zu2LbmndEK6vA1KyoDTr557YoMTpa6NDVODMb+gJkatCaBvu+eUeDMoZhPNtR/KhmRStxXVURZg7AElsEJq7rMaybZSZEyeUGk2ljrMGeAo6MXugK2dfyWxbeoWcoN5gVWDrvn/DZvYcWr4UnXxjcd1Yvhj8asbLALohKjBgMlsrFTcU4x/z/oH8lHxcZD+Mbe/gnO/d/2aKiorwww8/oLm5mQVMuqxAbW0tvCa9CwvyQ09bB9UmXPr1pfC5+GqVVGdFQ9d4KcwqxCfHf4Jzh54rT5ecLnKoKVbn53LBOQbBpPRQDRf8XLX+O1zy1SX49y//lqYkp5OX+3Tuh6cPehqXj7wcYVXvvolK0R6vesGUl0mHqSncJFwcMqwRq6nslZOVj4N7HIxxBeNg0zozRfKE9PtHYhbHrbWgCz3dUrUSUmEXtmgoay5j1iiTinhXt00rwYoUvk3M4swpm8ue9WynyMw+BUxkpLykcglWVK0wiPyQYDG9V2WYrr76apx55plIS0tDjx49MHXqVKNUN2zYsPYYo4V2QiQYa48fmDMQGdVcDE+Gi0Jf9Xs8bnTP6A5nCkkIVkIGOHr0Ajb70dQnDz+W/4hCbyxgEt3Fx1b9TjfSgir6ZffD+ILxsBn2I0KHBkUjs7p8mk+g3QmHfrxETvxawGRTFXy743v8Y+HpmFo0FcMjvLwZ0Y3mRIzNpNkzuMsIPNJ9DPv51ecfZtkIoTyhQIwnVNZUxjzHOqd2RsqwIcDW7XD11EyfBSBYzkv3ak0lBuVOwutHvM66Vz2zdoARD0QGJcz6xMECJiqZk3o2XQu9uw1CYBkJuzqEZ/bJWonuu9OnTmdq/LNfJ5+7AxE2l/g7IHb7rPnrX//KMkzPP/885s2bx1S+Cb1797Y4THsZwtpKJycli1lo9MzqDVmg6wnpNhqG1pEEwVxUs8z4rvlnXPzlxZi94QvjPTUUkiKLM7rHWLx/zPu4cdyNsQyTwIiJ6RppAZNOXia1ardDHKHabEKtByUBJw+efA4fov1495mne3cJbDS4t5cOUtMmhHWlUlEed1RiHdgfi3csxvVzr8d/lvwHPwXXsO1BElEThGAZD5iUkmKkulIxLG8YhnYaCofOExJYkjN4Qg4wQd5Rr4zCRV9chNOnXsG2U0lOVMZVvxYcTjvreDywx4Fs8RA2uuNs6Mj4Xf2L1BlHD/pSdd0Z4jBZ2LugW3w4XfwiqApQBqcAEQlWEfqiviJUgddXv46iOioXZohOkjD4i4m8nIoudSr6de+HbGc62QIzqAKzEez360GJN8YfMW5xArM40XAYqmbj8Vn5l3h33Qc4vt/xSJEg+2W2CDph8Kk4dsL5bOW/oHgrVpWXw5PBOZtCzVA1kUMdnVJyUUXJRJFq2ioPiJypPmR5sjC2YCzT7dk8bw4KcByCxaUAxgsZWyQcMbI4ZmxnPne5QjvRYmUvm2GLQhkmm0nvS5Q8iZ7Zp4DJjP27T8H8LbRulcA3SyB+1xKAjHap/Obz+diDJAVeeeWVPT86C0lytuenQYW/gm9PEFQTAWdfrjQ7P60E9y28DwsqfmI/yxAw6WWS/XNHsSxOQZpJQ0gVncWJmaESyGncIKIL5AlFQyEjYKqK1mBLwxbGkTDeF0ms1hTvdd8x4vBR91Jw40a2PVRKE78Y6Dx9p8uBV1a9ggPfOZBZBen2I3aBAVPLWi46Glm/hsmSPH/o84zAPMjOO/js2nUimry8qX4TPt30KSsZfl7yOduuSuIUcETvIzDvtHm4f7/7odZx2Q02PkFy37pjjMNlQ0VzBX7e/jO21G9BupfbtogkpMuA3f7rH3nkEVx22WU44ogj8Pbbb7PHYYcdhksvvRSPPvpo+4zSQrsgotWrNzdvxHmfn2dwXczq0KIQ1YijRYX9GdG1e2Z3aVLCetuvS8/imFeCAjvR2E1W42bMKJ2JC7+4EG+vfRstHm3VmN9ZqLeXzs04YfgpePGwF3FYz8MMCYs4+YMkIxwwucdrBqhs+/Zy9hypiU1kSUcmz255i7qgLliHHS070BJuMbIPQknfjS38hV/Pr3IM7TxUeyXuPqLrLFFQQh3AN353I15b/RqyUnWtOZHEat0pwM7Mk6n0leXNwv1LHjT2EfW9RgwqhBPfln6L8784H9MXTzdI31F0bOz28uTf//43nnrqKZxzzjnGtmOOOQZDhgzBHXfcgb/97W97eowW2gl69ahercOiikU4P/1wkCmKg5zbBcO/kRRnM3GIdxgGTT0PFQvX4F2UEata9NAM+wCHl2dMhuYNw0/4WbwdhNbmTdgY2IqF1QuZbYuLpAYCYsUhdZFDQrfsQvRyd2cqx6q+1hdZkmvRvb0UfFHyFdZUr8G+hfuirKUcSOmDYDgghWbP6QNPx7Tu01j5a+1Hs8QHTIwD6W5V9rJrGeuoQJ6QEZQ4bMyCZ3yX8awJ4oghI/HBSrLBEah1FImnQuiojzSiwCzc63UKmxOIO0pSET0zeqJLahcUl5cA6CyFqLFI7PY3Qh5ykyZNarWdttF7FvYe2Lt0A4pV9B8xGQ9NORg56/KBxbVwduLpfpEIN/sBdybs+mRlBEriL1hdFfrtLe9i7RfP4JrBV0qhw6R7exFOHn4aJikHYUDOAMwOrgWFK+GKCqBbmtAyprkEnOJMgdfpBYUEhkGwAKhaNtOdl4PvSr/DzI0z2arfIMkLDEr4wgGIbN6ATr5J6OTjKtHvVC+DC90QjASl4OI8t/w5fLr5U5zU/ySMcOhZHHGIcXFsOKTnYSybSdg+d4l4cUgtKHG47Cz7tbxqOUbnj8a1k67Hx7O4gKsaIj6TR5hTgMPtwNF9jmYPwvQfb4ALh0EV7RMkGLt91vTt25eV4RLx1ltvoV8/rgZqYe9ANJ3f2PoOGY9Dex6K9C68Pd6RyevVIqFG47M4Ig1tE6HzhDb6N2HB9gUIRk2TlsAbik4QJvuHYYWjcXivw9E7szfjDxHUFq2EIgAhk43GTxU/YdbWWaj2VzOyKx+cQH6Vi09M3i752Lfrvjhr0Fmso6pIKwOLtEYxLD4SFFtDbk3Y1eUWzsWhck15cznW1a5jVh/vbeIWWRGB32miQbYOV7Z2b9OCZJE8IeKlzds2D08ueZKJzBZl9WDSFmwfrYM52VA9mhZf53jPzi7pnJcmWmdur8sw3XnnnTj11FOZ7tK+++7Lts2fPx+zZs1qM5CyIC8C22g14wLqqBDXBd8v+4RYQ6gsIyVaMpQVB0XL4jyw9GFsaKnE1SnnaSq44qF3op024kwc08sLN5MZ0DyWRJZIdMNRco8n8oZBphZvVaGXvRzRCP6z9D+sBPzQlIeMhKFIUc1QVS0fQ20VI+HSg/CZfZX4rGGQJk47HLYom1QpyByZNxKHHXc1vntrPTIGcnVtkZo9dKpRkEnlwsK0Qjxv4+VpkeUbXZYksdvrmR3vIx2joGryAiKgi7NTFmdE/ggElACTPYDLBVuUdJkcUFmXX/Jhy8wG/C1IHxtvTLzfwEPwwYLtsGmLi46K3Q6YyAplwYIFjOA9Y8YMtm3QoEFYuHAhRo0a1R5jtNBOCFbVAM7OKNnyCwI7IrBXk7ZLETxN4tL8iVmcWlsDKv2VCGdr+ikCWm1bdaJp3V6kdZTRuwi/lP4Ue1+VwKoiqmB55XLGD/I6vLEJX+DYHIWUvayBMz0F/bL6MZJ3ticble4KFs9FXeJ4c6HKavaslBbHv6FnNRXRAZMbdnsUr656Fd9t+w53TboL/TDaVLoRy8WhLE7PzJ7sQThhwAmYVylWTdsoybnseOinhzC/bD4uHHYhNu9YjeEYhag2diFjM/GEDjOVC78vnscCJrYP+94FZqlDfry44kMmzEvyH2O6U3JkO+xpYkr6suB33aX22WcfvPrqq3t+NBaSCkXz9vqg5APM++xBvJb7ML6jnJMWEMiQxbllym1wD8xCqj8LH2E17B6f0HHptgYEZwq3Asr15RkZpqgEGSbK4tw07yZsbdiKf+77T1OGSSBPSCtrUWfhPyb8g72mbq93MxegR103OHr2EOypSBozUQSVIDv/7TY7qoPUHdcNYZM+jjgzVGBQ7iAoUQVd0rrAv2gRgCz4V60GMEoseTkhW5Pmo0lVEZth0uUY3A5sa9qGDXUbmFfm2YVHYym7ToUNDbbcPKBSQerQQXHbX173KkZFuZ6hGhZzzoXqGgF7CiJrV2FN/hoWaE7sOhFI1cr6Gm+to2KXAqaGhoZd/sCMjIw/Mh4LAspeWZk56JPZB54QBSN0oUqQxdECpm55PZCb2xV1ZVyzxybYD03X7CEsa1qJlMocDMokzahN4omuOqfEFkVBCgmQRhjpu9JGk6pY8ZnmVVz9OdoQa9GnoIREP9n2oDiFdH01T91ep318Gptcnz3kWdSGakBrB0WkNYqpPf6KUVwJmvBmwwMkIYywwKxhjLxsw0/bf4I/4sfg3MGwswBKgSpBwORwOdhxO3XgqazjK8UexFJsZFwcJg5pOAgkD6qLFlrN8HbvZgg/E4Z1GmZkmEQFJgpiavynDTgNk7pOwuCcwXhv5n+otQsRgSbZe03AlJWV9ZukW/2LF3lzsbB7ULWv//8mXIluU0dg3TuUXxIPLnKoXbipPIujaFo4qsCJNa4TLari0u+uhOK04eczYiU5kWUve5dC5rfn7dENzx76rLF9PnfPEtqCHqqlgNcBe5C3yROoQ65fpR0VNiC8Zh1wcD+BqtBOFjDpysskXpnty0J9hDr4BHZUmQQYzShuLkYqxkARSaw2eEIOTF80HcuqluHxAx5HQw0F6AMFc5h0g2wHemf1Zg9Ck4tU+mFcDw4BAVOohq4FJ9TyUlyw9VrWJfev/f6F/xv5f3gWH/DxC+Iwme2LRuaPZA/CTKVJ69mTp/lG2oDpm2++af+RWBBnhprKL4WqAJG/M6EIbh1VAkFEtYDps22fIyucg75BTepA8PVqJlb3yOmNoBqCyxHruBE6SWiTq9MVP8HbtPqDUH4VK3s5YLepOPXjU5lI6uPTHo8txERmSthxc7Kg5L1j3mMk3HRXOqrSVqK+jo6fQGf7nXR79czuhcpmuhzsEpCX7eiV2YuVC7O92fi84gd0x0ChGSZn957A1kZkTJ0ct700UBYn9OpwCuIJ2Z2IVu9AwBdgZWC9W1Qkh0lRVES1Lji3tlDVcXifIzB7YaTDK33v0ukyZcqU9h+JhaTDyOL4+MVBtX4KmFSRBf4EzZ5/LX8InbPycU3OxQCyhQunGZ1BNhUfHj+TvSaCdZRND3ahkgzNy1ey5/DGdUaXY2OoEdEov/mqmrGmUKsKm4rV1auZxhGV5BixmkjfgqwgzIEmtceTJQo92FiJOCQ4M2fwhBw2nP7x6WiONLMszqC8gagsFUusVk1ZnH9Ojhmv/9xlKIJbgKhAY2XjuHndTFuLgrlR+aPw+PLHMQTn833CEbg8DmE6bpTFeeqgp9ASaWFipASbVjePCrhWI5q3KBtbqg9ratawylGPjB7IzyCXgG1SCAeLhHhJZwtCoKqq0e1195J70Lm5N8b6uoOsKW2CtTbMqtBTe05FVkomMqKScOMyeEDkyo4fD02pNtGeaFoLOnXJXfTlRUyp94YxN0DVAyaB3V66rgyVvYgfRFkcGl9toBrwdEU4EhKexUnsNLd5tAnf6ZKi24tI/I1h3lxg04M5kQuI1DTW6+BO0Ow54ZDL8cYPC2BP4/w0EQhsI1/MNIRWLcc/o/eirLkMrx/xOnLSOyWckx5h3FEK5sgShf4R7vj+DmSmDoKbysBZXCNPxKKG6AauNC9unHsl8+Ejj8A+dj5G0QtW0ZAiv/bkk0+iZ8+e8Hq9GD9+PJMo+DW88847GDhwINufTIA//fRT471wOIwbb7yRbU9NTUXXrl2ZjUtZWSwVawFQA7EJ6uf6JVhZvRI9s3qxn0U7Ukf01taogkcPfAS3T7wdA3K5Ga/omlxYI32TLo6OgTkD4dCyEBGtRV0E9DS+zRbFgvIF+LbkW2R4MowchCqyldrU7TWuyzjs321/5lkYVoNCzUbZ2LTjYnfa8Pjix/HMsmcQUkJ4xc3vQ+G+vaQImJ455Bk2eRWkFiCq2ZGIrJ7bcniZPG3EsLZLwEJb9/mBocUDdRcSoZquhbv2/ycTdmX7BMJCZUncGhVCB8mnNLiDcWKqIgIm8lS0e33I9eUi35fPMq6bGrnivF6y66gQnmEihfBrrrkGTz/9NAuWpk+fjkMPPRRr165Ffn5+q/2///57nH766bjvvvtw1FFH4fXXX8dxxx2HxYsXY+jQoWhpaWGvb731VowYMQK1tbW46qqrmN/dzz9zQTULMb0Nws1Tb0V6ZjZsi+SwH9FXYHZTW1es6UDs2PwbSdQTUCrK8Jcv/8K0Z24ef7MUrftG2cseZe7nNOmTxYfL7mD2IyLS/DrCpoBJB7Xv56Zko5IOmWbJILK70OaI4pnlz7DX5w45F1Gb3rEUEa/Z47JjSKchxvYPNs9ALk4TqqYdIfsiQqAZZ3xyJePhTD9gOhQmiEuZYnEefEbZy+tiYzK2h0KwqwoUu8tQURcRnLOxpXrx4ooX4bA7cFzf43DtPtdi3odLmUBJsHwHMDhXyELVQQGTz8uCcx0PbX8dPhzIugupRG0XQJaXAcLDxUceeQQXX3wxzj//fAwePJgFTikpKXj++diXZcZjjz2Gww47DNdffz0TzLz77rsxevRoPPHEE+z9zMxMfPXVVzjllFMwYMAATJgwgb23aNEiFBcnCNN1YOgXB+GwgUdiv277GeVp0Wra9k48UHalcS4JwWbXDD0F19Aj2qrUBgU/lP+ApZWk6mKCwIDJIH07gCN7H8kE5wgODyelR0XaQRhBiYrZxbNZGzpNFCmsxVqs5IG52+uMgWfghH4nsGDuvPAYvsOqjcLGZi+gzkcgJUGzR2/cE1kiCe7g2dTgutWs0+uXHb9QQRgPLH5QG5tduPCtyxefqbE5nbBrJWpFQMBk5gkRsfqxxY/hgZ8eYJpk1Mnn1CR8wqyTLrkIadlzuxKCzRtP+u6Wxc/DxKCvo2G3M0y33347LrjgAvTo8ceF5kKhEAtkbrrpJmOb3W7HQQcdhB9++KHN/0PbKSNlBmWkdNXxtlBfX88yFCSP0BaCwSB7/B7dqb0Vens8eXvZtZ7l5dUrAPRhKswiEW7knmfhaAAHv3swpnabimn28TLE90bA5LRFce/ke5HmSkOVv0qzNHAK7URjDucsixM/iXp79wQ21sPVq5fwgElFGFd9cxVL9c86ZZZhTSW2JMd/t9vjwk3jY/cij+bTFhWY/Yr6aNEQgr1LLj7e9DEzLCYLklMHn4JZFZR5FUj6jmqkb68bT018ihkBp7pT0cLymbx8Y9YZEpGl1r0odfx7yRPwqdwzM2KiJSR94RBVYEvx4Ji+xzApizR3WlxW3SyQmyyEm/xGhsnmij9uxw08Hs9hday07xZL2xCF3Z6BPvzwQ/Tp0wcHHnggK4eZA43dRVVVFdNt6tyZGPgx0M/bt/O0biJo++7sHwgEGKeJyng7E9Wk8h5lpvRHURG/oP7M0G8WVK+mLMn25u2IQFzpwYyW1WvZs7O+no2rIdQAv6Kl/0UT0nXysi3KnLwP6H4AKloqDN6GfkMUMjb9d9tV1rlX3FCMHS07sLSCVKEBxUSmT/rYTO7xw/OGY2DuQNaN6Vd4cCxSv80scmiGTbPhEamVGiyjNgygaeta3PTdTfj7d39nP7vdHuFZHD0ocXvdmFw4GQf2OJBl5q6deD3fQROHTDbod+qyJEFXGCfOPBFnfXoWO99IK8omMMMU1hZcJEvi8Ppw56Q78a/9/4VUVyoWVyyGGg0JM98NNvJFtFMNIqyG8dev/4pr5lzDAjryvUtcYHRE7PbVtmTJEvz0008YMmQI4wYVFBTgsssuY9tkAxHAqTRHq5ynnnpqp/tRhouyUPqjpKQEf3bY8wrYs5LmYjeT55Y/h+Hjj2LbnF01Z2oJsjhvHvkmLhtxGfrl9ocM0G+yDnssMKKW4BjRVSDfReMohaIBnPHpGbhx7o3s5247+Jj8K1eLG5uWQUr1+vDaEa/hyQOfZK3e25pL2fawQH6VsycXNcyYNiWOg7apgau3ixSHDNU3sWdHbS0mdJmAfTrvw362a957Ikty5vZ4MwqyugidXM0lo4gbWFe7jjW1kIzFeUPOgx3itI70LA6Vveye+HLhiytfhD/SJCzDZARM0RBTbSffwq+2fsVK53a32yDLRwT6F+6VpG8y2aXHww8/jI8++ggvvPAC9t13X9a5duGFF+K8885jmZrfQqdOneBwOFBRQS2gMdDPFIi1Bdq+K/vrwdLWrVsxe/bsX7Vs8Xg87NGRoN9USLuSHMapIyLdy48RdS+JhC5ySFkcnejaWE/f+TZDEoFKt0LGFuQ3W5tNxcqqley40fGzQ8viCLjRJWpE2Z1RdEntgryUPOR6c5HuSUO1aFkBU7eXDhKv9DrdPK8pksOkHbetwRKc8vKRrKvqraPewrqGtcjFaKFCrnrZKzMtm3XJ6VigkNZWEdTUVHFj0+4TIaeC+dvms7LSiLwRcOhyDJq1S7K1joxMK4CcrE7470H/ZRkTAmXCigvnwl8dgS0rB6KabSizn8gT6pfdD06H1sGnt/gnEQq7/9cifUg/pnRPJs+6t+Jz616DXe3JyPIKM/kWd96JxB+adWg1RoEJcZHodXZ2NiNYU0mLut9+C263mxn5zpo1y9hGkyH9PHHixDb/D203708gkrd5fz1YWr9+Pb7++mvk5ia322BvQPMqXvby1Tfj8xM/x6UjLkVoM+8AC1fwMoBwzR6bqUvOzMsRKSSo3ciCagtO++Q0PL306TjBOZHmlHoWJyslA1+e9CVT0qbVoUPjkIiUFUAqD8bdWbGFC3VV9cnh2R2R/LTAVi2jvHwlE9SkQI7QI6s73y7SGsXo9opf237VzCUPFKdToN8jH1t1tBaXfn0prp1zLfv5mx3zDHdbVUQnmn4NRlX40jIwqXASphRNiRNlZG9rZbtkIqyJ8hJPaGP9Jox7bRyOnXEs20aed9naotX4G5I5NpV/nylFBcy2iJpGTht4Gtu2Q6lD0KXEBfEdEb/rTkBE7csvvxxdunTB3/72N5ZtWr16Nb799lsWpNxzzz248sord+mziMD9zDPP4KWXXmKfQeW95uZm1jVHIA0lMymcyoCff/45y26tWbMGd9xxB5MLoPHowdJJJ53Etr322muMG0H8JnpQYGch0eIjdkOrbOKZO1WwH6Ce8o0igo82foRNdZtQ74yNU2QFnfuOUXNClOnhkBUEQS/JiVTTNrI4CQqMeqwpMsPk6NmHPW8rcuLMT85k3UEEX1++3VnUU3i2tSglD9+c8g0LNAmju44W3+2l/e7EsteUDO7xZWPZWAHjokWLxid0+bxMi6xvVl/286vrX2f6R4kitMlCuCXGz7QnZHFKG0sR3MY1hQLFvBycTIRaNLoBwky8lUpf9NChJ85FBEwtxVyrUN3QunR/xpCz4EvlQqR6oNwRsdshNglCUqByyCGH4LnnnsPRRx/NympmEMGaAptdwamnnorKykrcdtttLKgZOXIkC4h0YjdJAZjLL5MmTWJk81tuuQU333wz+vXrxzrkSIOJsG3bNsycyS0r6LMSPfGmTp26u3/ynxJ6/d6sdVTcRLILfdgqWyT0LE5IacHN8/6Fa/a5Bj09fGJlECgtoGhtwZnedHx10lfs9dqatVCjYfEBk5Z5czhj1wu7IROx2ik2YAo3cpfzJn8NljUuY8Emwd2FrvPNsGcnX9lYh0IZJBvg9nnRyRdTgtbVtIX6A2oZpk3+zbjqw4dYyeuOSXfg4JwJeA+ViAoqAZubG/oW9Mc7498xfh7bbSLrvgWVbwR0ooX0bi8liFqlEatKFyPHm4OhnYbinwv+ibENI4HUXITruWp6MqGm0XlejozRw9A/uz8+PeHTOCsqNpUq8fIDyYK/mrrD3cC2rUzmoKSxhJHRu6V3Y/YoLv9KhOHl5sFF4lTc96qAiUpdJCtQWBjTZWiLm0SltV0FZYf0DFEi5syZ02rbySefzB5tgRTDRYoH7i3gxGoHFDWAK2ZfgXMGn4Msbyb4GkN0J5quJ2TDxC4TUZRehPQQrbA1i49QBI6EFXfyzVBj21iAGRVfkrN3KmA0r7KsMK6afRXr4NuvcD80heuFB0wta9cD9q7oW23D48c9zrhfdJ3O+vFVpGNftGyhVf9AoVkchzf+nNIzdSJLELp7fJO9BRvqNqBzCl9I2vWxCeoaJW6SDmeC1tFV467B/57+kFGrRXSihZq0spcSwor6NbjimysxNHco3jjqDWS4M4zyuYgsjp5hcvuccDvc7N6mg/SYclqaAU9vIeXzkJ8fD5fXwUjyF3xxAXpn9saHx33Id2hqAHxeRBo5Mb0jYrevNp2rlAi/34+77rprT43LQpKCEmpjnVMyB9X+avTN5p1owr3ktKAkw5uK/x3yPxzU4yAMz4upHKsCuzT08o3ZPZ5uKi4tCyoyw2TL5ly90twQZpfMxsa6jYy86dNsFoRao2g8oMy0TBbIkbQAg8aXC1dUChubqo2tPLQdzy5/Ft9v+579/OraV7T3IZwnNLTbCObBRzwXgtOjdckJKo8oWtnLpiqwe1s3zBh6QowgnFxEFLthPeJzpWBw7mAmCkl4YP8HkO7yCSNWN63jnZehH+e1eq+8qRwBtTmOj5hMBAL8O/P6uH4WZVspM0dYX7ueifWK6i6UBbs9M955551oamodYZIlCb1nYe+AftJ7XS7cMfEO3o0mCZdPT/ebK702dyylI7ITTdV4QlXBHbj6m6vxQ9kPbKXo0hYRdi1oEYHgjir2PMzZDbdOuBUHdj+QdS7laDwrEZo4iUGJM6FjanDeIOHEaj0o2eTfwrhVXxXzUmvYpmU0BWVc2bmmLV46ZeVjfJfxRtfoP3/+pxEwifhewyYO5Lc7fsB5n5+H/yz5j/E+CTMSFAGLG1VTj0/pWciOGXU83jP5HuN94h+ysQmwvAk2xzhMm+s347XVrzHPRwI13uiNBiLUtANBfq75Up3M75H4fC8c9gLbNmPDDKiqphElIGu4V2eY2lJuXbp0KXJykt+maeH3Qb9ZeJ0unNj/RJYa1u1HREdOhmK1JhzIXpu6gUR6e9mLuMJ9cV4Es4pnMdFKgitXD5jEXQPB7TxL07k+glMGnIKR+RoxWAY1bS0gqlMbmDEwrabpPpKfxg1co1HxPKGuud2Yp9fIPH7czhh6praHoLJXnO8Yz4roUFyx71IRUGo1TKiVIMqDlVhUsYgFAAQSPGzyaddoClewTiYCNdypwR7koqiJMJoghJTkeNDhdgMrqlbg/oX34401b7BtA3IGIDuLc+h0g95kIhjh14EvvfXv5tIpSpxOXkfELnOYqAxHNzh69O/fPy5ook40yjpdeuml7TVOC+3EQTCboa6oXg6gC1TRpG8ti1PaXMxabu/e927u0UY8ITJ/FCmclkb6YgH0HzwBtwzuyUi4dYE6NFRRx00mQlRiGporOIsTf8PT42DW2SRY5HBR3SL898sZuHLUlbh4+MWwayegyLKX3l4+qscYTBt1jvFep94DgG9LYEvbuYZbe8JcztocKkFFyRr0zOjJDJ9vmXI73v6+2ChhOxNUytsbioOX4Ty5mdivaB90Ss1Dfgr3gKwP1qPeG0FuCxD1xPwgk4WA1u2lbFgDYP+4915Y8QIc4TqibwpR5Q8FNJ6Q246s1AIc2vNQRv7WkTF1f+CtdYaYarJA94ZglN83UjLjOwsJZww6A2/ZngUVDEOCOjP3qoBp+vTp7OZChG8qvZmFKUlPicjWO9NOsiAf9JuFghA21G5A94zuCKhBOTJMWibEH23BpvpNrIuEujaYX5vNLoR7oCOwlQIjF3q0eDB64KlGfT9aXQX4MhHaVg4g3ig1WVC0LE1jtIkdt4KUAibYt7lhM+DuJla4UguYfCmprP1c70arDdXScgyiLPj0EqveHm+Gpwt18pUAntYTSDIQ1vweSRX6k9Iv8dKmN3HRsItw1eirkJ1Bx48HTCp1oqUkNyMR0fz13Flp7N5BDx1U/po7awWoBy1E3LRByc26hvy6Gn8U769/Hx9u+JDxIM8efDYW71iMoQoP7IQETEH+O91eJ8YWjGUPHUS03thYIUTp299AwbmNLUpT8rMYr/WTTZ+w8VG2muACP67BFitg+k2ce+657LlXr16std+VYM5nYe+CfrMo92/D7TOPx8fHf8z4EdvYGkJswOTs2RdY6UffkZPw/KFHoU9WH4SUEJZGF7LcVzQiLsMUqiTN7AKolTHvwnR3Opw2O0KCNaz0LM6X5V/hrRm34cEpD7IuQyUaZu8IzTBpPKEjBh2FCydxPzTC/Ip56IzewtS048te8eTlb1aSoXchwi0xnZxkIqKVbxzRMDpldMGwTsPQNY3bFtk9ZFWhIGp3aFpHyVVe9pdo538lLRDiQRmw+bXfAZ4U7XoRocPkhtMRxabGEhYkEfGbcFK/k7Dd9wuqTFZCyUQgyO+tvtTWZd7nlz+PnE+rkYVz4F+zgXKeSRtX3Q5evvQGquHO644NdSvx+ZbP4XP6YgGTLRyXJeuI2KWAqaGhwbAWIZFK6oijR1v4NQsSC/LAcM12RJHtyWYXhsdD2hrNQnWOGDIoe+lHQa+BGF3AOUOEmMGtSK0jG4snW9DMOBs0gZGmEHWitQjmCRnt8R4na59OdaYizZWGPiP3w5bVgKt7T+Ht8a4EOYhUTxpo4SqKw2Reyd/1y7345rvFuGn8TTimzzGYs/QDDMHlPIMjAKpWzvLk5eDcEUfjvBEXGO99uu0r2KNulrlTBHBKgtX1/EVdFctmUhmOeC56Wc6ulfWFeKJp7fFuZxRH9T6KBUvd0rqxbaT4/YV3I6pC8dnF5POEWsuikNZR1BeiW59hCJ0s1FXwgCnFXwlHzihMzJ0I3zgfemX2YtuJZ6UGdwC+2PGlOYT4c5Qt6yiw7yp/accO3v6blZXFfk586Nst7B3QeUL9O/XD3NPmshudTdN2EalsTPBv5Eq8akX86lW/CYskfbOACcDs7d/gmBnHMG2cOCKpyNZ9LcN07qjzMP/0+div237MGiWnO1dgdgjq4KNSPnlQEVwJmj2H9zlMLLFa8/YiY9F6+NEUbjKsUYYVDBN6PYS1TlanySlex4yNM7k4JO0XSL6adkjjVzltKuMFnfPZOZi5kQsGzy2dCyWqdVQJKJ8HtfZ4jyvKstMH9ziY+QPqsGvNJCLI8kGVXwe+DC+zVTrg7QPw1FJuDH/l6CsxrfcBfGxJXkDUVXA5g5SWHXDm5rBqw5mDzsSkrpPY9ormCgSinEwfaolg++Z6vHTzfDx37XcoXVODjoJdCg3JvFbvgKPXbXXJWdi7YMvLB5EMPExpmaPGxbOGqlNsuTVYUQXYuqGkeAnqi5uxf+H+aIkQg1TTjhKZYdJuZDa3nWVxvA7Ob7FpwVxUYElO1+RxJAQlkTJuAREoJs+0fkkfF5uYtFa9J9c8jU3Flfjb6L+xm7JdUyUXlWEydLXswJ1T70MzAob2zElDTsHbP1Yw3pwI+DdzjpKylbR7JsS9t1/R/ghFNdkDARkmXvZysrIXZai7p3dnRs8E0rLaXxktLBscDPJrsS0/9Sp/FSIaF0dfNCYL4ZACRZtyU3JT0RAqZuMJRmIBry67oajJPedqS3jG0BesgiMrq9X7x/Q9BhuyX8Z6YvXtcGLbv5caXKbFX2xFt4Edo0N+lwKmKVNixoWWtcifA46CQmBTOVL6x7ox1pJMNHyImI1uBYApK9uAhVUL8fE3T2LBGQuwpmZNLGASKA6pl73OGH4mbj+ZXxdb6regLlgD+AqFpPl1KFrZy+w7FlbCKN+4hPIlCJWXixmXlsUhLG9ajRX1G3kAzBSrtS45Qby5qJ75Sk9Bp4zOiBmjAA7q/RbonRXjMEVw6/xbWenr6tFXMyLuuUPOxXPR99j7YREBkz9iBEzXjLmGPXSQLAMJuQZFaR1pFVRPqovdN5rDzay7kNTl711wL3IDEWShr1HyTBaa6zTtKiUEb342Lhh6AY7tcyyyPLEAxeV1xWWLk5UBrtzGr8fsTm7YnE7saNmBoBJkQXCKK4WJ8wY6pWF9Fd1T7EBLBCmZbrTUh1C6phZNtUGkZbcRof7JsNth7AsvvIB33on5BumgbWSga2HvQFBTVv5qxbu44/s72OscJ/cHsmtlJ9Flr07puaxtn6lVO32GpYHIDJNOrHaabDSoi0/VNEpEdaKZ2+P/s/pp3PzdzagN1LKb3pZGrcQpiPSta/YQLp90Ne7f7352AyZ8Xvw5H1tUrMedXWkddDi0yYuyY2LEIbWAyaZiXe06LKtcFmfU6unWhb/fuUBYudDlan2voOApk7hp7FoV0IkW5mPypnuYECmJan637Tu2je4l63rzac/eNdbZlwzU7+Dfnc9fCVduLusUJe2lzqk8y//kkifx9uY32etINHm8oIrNDWhpUuB02THq5YfZtgd/ehBHvH8E6zLUkZPvgyvCr5fsghScfvNodO6RxhRfilcln9y/VwRM9913H/OKS0R+fj7uvffePTUuC0lK9wc3b2AtpIRR6boeiH23vADbS+TwsP6H49UjXmU8HLLScGrilaL8s9jYTMRqHYXphcjx8VWiqONm9vaaXfktPtr0EZSowo5ddgrnFqqCAmE9Q0MKy5N67o8jex/JVvuErS0lQrM4rPxLv7+2Cm+vfZuRWynQJFz/Q6ybTxUZMNlV3DTuJjx2wGNGtxfbrmkviVCFDgc1v0eTRVBb2l9C/NpUjVidlcK4mZRdorIh4b797sMN+3Bj+HBT28KW7c4TYsTq1nzCrQ1bsTm4JS5bnAz88hWfC3oNTjfEgp12J1uk0oNQ0lCCTSeOwvCLeyG3WxqmTXWi+PCD4Z3HA6ryjVoTwJ8cu/2tFBcXM2mBRPTo0YO9Z2HvgD6vDykYjKGjDmav7a7Y6RClm7BbkCWExmdx6it8De4uBWipaIGrW3JXhmao2iXzxuY30TBvBrOVoVWr2+FiLuOiSnKKSeTw0nGXoyU1yuQOaGyD8gZiKdGYomI75EhQM6YmzzHliItQ/gaViHm2JNngLfmAPariiV/+g9pgLcZ2HotsbzZqwUmuuh2Pw5lcw+cIy+I4mZ6Qrtqug8yVh2weBXi6w79+E5BkDkkoxE8ml8fOMtSV/krmczcwhxsos69ZTX4wR5nWcNTNSvq+3HTcOam1XVdw4Y+kh4+WTTRfjUva2Oq1gCm7bwGc2VmYt20eKlsqsU/nfZiOFZVZKyv7Y+VXFDC5WFbT1s70iIYqPzYt4dWG7GeuR23mRcg54wwWWJoxc9NMRlI/rc9JuGLsRJRffwvUxkZk2DYDRUBVCalu/fmx2zMiZZKWLVvWpjVKbq44Hy0Lv6/s1bdTX2aNQrC7YwGKCO5Bq7JXgmK1TqwWqfStZ0IW1P7MuoLsWrZL74MQlWEKm3hCJ404DecPPZ8FSwS7bgwsKGDSszi2kB8/bf+JWUJEtA6vSUW8C0ertiYdYV3kEBFM6z6NdVRleXm28MGDHjH2UwRIC4Q1RWWzGr+OkBqCIxIRZnAbDGllL6+N2aJQZxxxhQg3zL0B5S3Eh0x+wEREZJ2k78trW+LGqbXB6/fAZKG+il+jhUdPhc3txqurXsVt39+GX3b8wrYPyR2CfXqNjyOJtzdWzitjC6mcxo1IaymHt1/bTSF5vjzsF+yBEy56E9uuuooFS86CAqbbRGiu5SKrf3bsdobp9NNPx5VXXon09HTsvz+Xnf/2229x1VVX4bTTTmuPMVpox24vh8nUdkHlT0YMHaWgJFWMwrFOeHx6zf8QSnsDj017DGtr1sK/dSPg7Qr/mrXAEO5BlmyoGk/o1BFnINDdy0pejaFGtES4IXVUkA5T1M2/K4fTBntCe5DeRq3JWCUdwRqerrf5m3DBF9ex19+f/j3LgIU2rGM/h7Zz2RJRxGqnTcEdkziXT0f3vF5AtJRxmEh125eTXF+0iFH2irJshNvuxoh8zukju6AvXvsEAUFmqKEIv094fA5cs881qAvWMR0hAhGGe0S1cmE4uddDkzZxu0KN8OS2zlq+s+4dNNTQfe4wRJLYiUbZoh2beKnXV7uVnAsxtNNQtuDSxUjZuDNTDAsoKnu2p8YRZePW/MAbQbpunQVbSgp8I0a0uS+JV57c6zisf2kalOpquPv2Qc8338S6i64yTIV35jP7Z8Jufxt33303tmzZggMPPDDGKVFVnHPOORaHaS+C7jvWiEbW2koExBZSTNMUg4VmmLQsTmmoDP4GHgg0hBqgam3UIiwN2LgU1WjdP2LQ0UjvyW901f5qVAUrYfMMEEas1kuBDpcdxY3FTO6AyKRE+p5TNgfpOB6KoLFF9CxONMKE8AKRgCHHUN5Cvl/pRvdhsqHbaJCeUCIoC2BXI1AdbiHikCFNT4gEGMnQNoooc5D3+DzsetUaDMW07usCjBleHNCdawfp+Mf4f2Dtp19ia4iU1JMdMPEsTkbXbLh79sTV31yNgBLALeNvQbf0bizDGWlaiT44zOBKJgMVWxoQCEThiATg+n42cPREXD7q8rh9NtZtRHXTWjgUQHF6EWnnDBOJVVKXmz2qoFP1SmSefAI75wmP/PwI6kP1uHDohYbtjc3tRtf770flo4+i8PHH4EhLQ8bYESCtAaJR0H25Lc2wDh0wkW/cW2+9xQInKsP5fD4MGzaMcZgs7H0B0ysbXgPmf42nDnoKY7uNx2asMDgbwsamcV4uGXMp0kZyhV6aaFc51gq1HzG7dLtSYtk3IkbWDyhA1hbAOyKea5IsBLZxq4pocyOO+uAopiX07anfslVfi9IC6n8U5D6CsFbOckDBzOO4uKGOJ1Y+hQm4AVFBsgJ8bG44HK0PDllD0GSiwm1wnZKJUIgHTC5XlHGDyBdQJ+ES7LaosGs1REatxBNqI+vWL7sfynzzQBdrssteesCU3jULdp8PC8sXojHcaJSAD+95OHb0ykDVSsqyJ29yXzqLNzfkVS2Bd1zbcyXpV32z8iNcqNzNAqZQUwDIaz/pg/INPPObUb8JdijIvTCmJP/Fli9Q1lzGrGTMSNtvMnvoSB8xBFjHM2JBf8QKmHaG/v37s4eFvROxbi8HUlxcTiAvPd9IB0dFqmlrWZxh3UYgt4A3GNCKmrRdCFFBrft6kEmocDcipUVBXkoey+Ts33sqlm0pFZYp0Tt+7JEgs0OhB8HtcGNqjylYvTGmIZVscPIyD5gSkZ6WJVbriPGE3LDZFEx+czKzk/nipC/Ye/9Z8h8crV7QKlhOFkK6AKPXibePfjvuPepsDSl+dgdPdsaVeElESib4uuZiaeVSljEkVW3qriJkHzINeGcjHL2TO0dUr+MlJseaRQCG485972TG3XSdEigbVtbHiQ9WhpOmddRQ7cfGxbzk3L1kFtw9bmxzv84pnVGY3xdIdQAR6kRs3++V1LoJmfUbkTZlCtympMeFwy5kZdYuabys+dHGj/De+vcwpdsUxo/U4S7qBmdkLSKuNASbI0jN/HNrMf2ugKm0tBQzZ85kXXGhUDzh8JFHYkRJC/JCJ1bfsO/f0X3KPnF+bUSaFOXXZtYTcqZ42iZ9C7IfiRj+e8BRHx7FOBtkWkwILl9O0wRaflkKHNcn+WPTJnQHVPxwxg/GduJI5KTyDiphfm3a2OxtlL3+eeA9eGP1ViOrmGyENSNRyjCRH5qeiSCQLYQ/0wmnH7DlJp8zF9L4P57U1t15pI8zNFIIeJJfkgs0a8GjDUiZOAJnvcE7zX4840cWMFHZa3MT2WW42r2slIiabbxby7eDNKnBSPyJcKVTli6ctNb9FXO2sexudu1apDWXwTdsKNt+5qdnsnPu0amPsqzc1ftczR5vrlqI6tImRNo5O1evGe6mNpcj+/SL4t7TDXd1lDeXM3I/STSY4e7VCyl5FWioi7AM058du33GzJo1C8cccwx69+6NNWvWYOjQoYzTRBPd6NFcDt+C/NBX9OaghPyCWMBEk6ugDJMaDBs8oZ/rl6BbTSMTd6MOHEMcUpDSd7C8gj3bQ0GkulKR4jSly0OcbKoI8PXiv5cvXKiElAhdr0eXaxCTYXLAhggu+eoSZtJ628Tb4gRAKUgWQRrVO5E8bgc+PPZDRDSeHIFMeF/79EfU+VuSbqPBxqYRq91prVftYzqPAZxVzOQj2deDv5EHTF6fA+FoiH2fxEvTuzL/u+y/6PJVEAU4H81ryWuxbSLxngadP7U1dCzsyMxo+/tiDRpOfq3SfYZsexxttSHuqTGpUaxdyMvl3UrnwN27N1xdOfextLEUNYEaxk0zw95I5HAXAlV1ANqv87y+nDeqpEQbkTpJ61bdCQ7qfhBbIOomxsZY3W54MnxAXSOCLeK6l5OF3T5TbrrpJlx33XVYvnw5vF4v3nvvPZSUlDD7lJNPPrl9RmmhHVv3Y6tXSq3btAlXFOlbLxUSrvvlFjy3/Dn2mrrkmsN89agK6kTTW/ftapitpvUySVlTGdbUrWavRShCx5W9ErI4pEK+qWVz0u0W4sfGzymbLYLvy77H4orFxnsOk2K6CDK//jtdbjt6Z/VG/+z4EpJazn34/Bs3J39sPt4Wr/TKxbmfncsIzDrOGXIOclOz4zKfyUJ9OS/luCo2Iy3swOcnfo45p84xynEDswciz5fJx5bE20hNWTP8QTszJc7tkoKQEsKSHUu4rZKG+xfej0vmX97q3GwvVJY0MmK1Qw0it2YVss84w3jvvwf/Fy8f/nKrICS6jYtX+rfzrrr2ErptbuJfTnafLrC5XHH3DLqnUTMLBaEEujYO7Xko839MRHTzWj7eij+/Ce9uB0yrV69mHXEE6pLz+/1IS0vDXXfdhX/961/tMUYL7dge/+z6FzBr6yz2msT6INh+xKxYPTBvoNGhQatXneQqyn4kJnIYf2wUVUFA5atWUQLpRmt5NIJb5t3CNF7Yj9EonsLX7LWtsFDI2CIaKdnlsOPeyffi/0b9n/HefUsfiO0ngFgd1speOyOr2sL8e42Y7F2ShTA0X7F++Vi8YzFb0JhBgpYiWvfrSynzAXiDNbCn8q5aM64bex0OGXAoH1sSSd/L5vDgtlP1CqT2783ENM/+7Gyc9elZcSXqkEc1FoYRjVjfXtAVsLNq18OZkYqsE4433iMi/6j8UcyrjfD8iudx0RcXwRblpbJAY/tpGzVW02fbWNde1qiYejyBsvmHvncopr49lTUa/BbsDTxQ8tdwHa4/M3Y7YEpNTTV4S126dMHGjRuN96qquECdBblBMhCqZjo6u2IO1tVxLRwy9bQbPCExGaZgGS970SrxjaNfN1pvaWWT7c0USvrWBQITycv5qfkYlMsVjlXBGaYoIvhw44eYXzbfmCAG5/MboigV8ogWzLndThzd5+g4Xsncynmx/QQIMOq+Y1FHiFmjfFP8jfHeX778C0KaSbD+NySTWK27wXdx+RjP5ZYJt8Tto6m6IJxkTl99OVdAT0XzTkuorhSeOUxW636gKYx1P+qlr2/g6duPLRYoe2PO4JB+1ZdnfcsMcAmhdg6Ed2zlxyqjYQuyTz4J9pSdd72RrMCC7Qtgj/oNbaP2QkMVD8Z8gSp4+8VzLkmKhDS/6N7h0uYJomssrljMjMYT4SIdBPoOGmI+h39W7DaHacKECZg3bx4GDRqEI444Atdeey0rz73//vvsPQvywzxxnjnpLxjVZZTxsyszA+FmFY785Bt6mi0+7CYuiQ52b44KJH1r5GVbNIzb5t/GhOeIHEnZrwxvutAMEw+Y3HDZbbhq9FXGJEET2lXZx+JjNCKyvVLQ2DRidRu+Y9dMvBFl34cRtbuEqGmjoBsZ2qFxeAHu/vEmpras6wpVBaoQjfIxJZu8TAEAgTIhWaEQDupzUNz7t39/O/LrmgB3T0SSnWFiFh92pKXySX76oulM4+jGcTcmBEwUvieHWL1y3jZWmkxrLEZWw0Z4B/RHt/QsfHbiZ632JbkBZ8QPxelDoN4PFLatCL4nsEPrRMto3Iqsk640tlPm5vPNn7MuVuIHkQDuyf1Pxr5d9wW+WR5Prm8H1Ffy4CZFbYSrKHb/1zuSF529iJXm9ID4082f4pFFj+CYPsfgnsn3xO3vdvKbXrBJDH8zmdjts5m64JqaOFnszjvvZK9Jl6lfv35Wh9xeAjMH6OxR58CpkYINexRadTnjbUmSzhP6tYBJVIbJmNAVfLDhA7REWoxuEl1NW1hJTitlupx2XDQs1vZLsGtfbzKF+swwgg1nFKuqVzGNqIJUHpAfN+AEPK1+AsXuQliE1pGWYcoo6oIDWw6My0Y8uP+D+HnGN1xNO8laR80N/Fi4Qk1wZmW1fj/cjG2ZfhTSvJeRXB+5mho6ye3IynGystec0jnom9XXeP+eH+9Bw5pl6I5LksKbo0zSKrL4AFBU+g1Sx46Fo41jpsPm8cDXKRPBJvr+229clG3mgYmNHSsS0tRBUgc3z7uZvf7lbG6NQn6B9JibspYxIwJahrG9POQIXU44BL5hbduh6LZPhAx3BiN966bZZmhalwg2CVjwyB4wUXecuTz39NNP7+kxWWhnhKpjZEJ9oidQ22hLdTlgz0FwSzHQg7e/CsniqBHGPTh94OnM3X5z/WbUBmsAV6G4slcgpgpNWRy9xZZufpUhyt50EhcwaUFJWw0/OrE6KkqHSdPsqUc9Tv34VBze63A8sH+Mu0TBMY1ehJp2y3bywvKiV0MU0w+eHvce6QotdXwbd3yTheZyfo26w41oSLVhS8UiZHmy2JgI1425DmuC27Hy/Rogu1PyxlUXhD/Mp4287ulwZPRiBtTUNapjW9M2VIdKQOxDlUxk27n7saa8mZWYqBkjv/IX5Nz26E73/XTTp8y7rTBnEtAUbdeAiWxaSMrDpoaRM7K1HhXJVlCmSSfL6/CkOsmCAUF/+91M6rfzpEdm9q4ZSpPf6Ima52giPF6uGxX0i+G9JhO/+w76888/45VXXmGPRYtIJMzC3oJwk98ISnb4d7Catd5y6wjzO0ikqVloFscWjTCSK3Vq6NYoxemcT+IsLBLKE6Ky10XDLsJBPXiZhBzul9YsEVuS0zJMJMBIDuj+SIxPcM8v9wkVh3T05CvYwNjeyE/JR7aHd3cRKBC2e3lApbo8wlr3XdG2s1sOrdEg6Z1o2zRidaQRP9UswXmfn4d//vhP433K0OWrfLILsvbz5GC15j1G6tAp3bsy0VaaSA/rdZixzxWjrsCVk69hr0nTrb27WkvX8OAyq3YdvIUFSJs6lf28smol/m/W/+Hhnx829l24fSHeXPsmohVcebtlW2W784RS3RGkT5sW916mJ5N1yT1/6PNxgeayymWAVytxtWPCta6UHzP/M/GLBALxlO764S48s+yZXfosj4/fV0Lt3HG4VwZMJFq53377Ydy4ccxwlx5jx47F5MmT2XsW5IfR7aWGcfC7BxtEV+LkuLQ0rCjhSj1gctqimD51OqYUTWE/k9ZLUR9uO2LvlCe2dV/rTtJBHKastOw4U+Nkg4w6CU1KLaa9Mw1PLXnKeG9bsExowBRs5t/phJ7jMOvkWUzfSAe1y+9wcrkIeFt3XLUnSINHsfOgw5vTmscyt3QugmqLkOvBIFbbW+Bz+Fg2s0tqvJlsZB2XsgiUJ8e4mErhK+duY68Ly76DZ8CANvcblDsIo3uNbXVuthcqt/LzJ7NhM3LOPhs2h8MwAabv0CxjsX+3/XHJ8EuQXq11du2obfeyV07/QqRPi/fbawskoUJilqVk+Mz8+tonI0wZv6ZGHpRl5MWsdswilWRS/NmW1vyvtuBJ49dQgob1nxK7/Y1cdNFFCIfDTF6gpqaGPeg1dV7RexbkR9gfy+JQOpiIhzrZz6GlzqOCxCEVZlXBA6YDexxoOKDT2LoH+cUdKikVGjDZ7SozLNazODS2KT33Z6/VJHtn6Yimc85GMMsFG2zwOGPZmpv2uyUmDimgnNm0dhN7Di/5udV7Wd4seLVzLVSTvEyJmVhNdkDfNM5ni4eHfnrIeP/JJU+iJlQlJmDawc+tNE+YLRo+Ov4j3LtfzNyc1LQ3Bbg2VERNTql105Iq5tXmCjUiv3Y5PP37oTZQiw21G1hW0wxnqo8tyAihdlaArtjIg5/05lJkHnO0sZ0Eb++adBcuGBbzSJvWfRrrvPW5+DELNAbbPej1NlUYeka/BpJ1oYWhJ4tnXINRd7vQD0h4lJ0zURUZRa35b8Tj++vIv+KU/jG179nFs3HZ15cZunhmeNK4r2aonQI8mbDbf+G3336Lp556CgNMqwt6/e9//xtz587d0+Oz0A5QdId2qIxweEBRbPVj03WYRBGrgzu30YiUaSuvEr7KFaUn1BRpwAFvH8B0U3Q4XU6hatr2zlxjafiUo7H0nKW4bMRlxntDuw6Pa1dPNsKayakntXUjAZnx5vEkDoJJypToaKnhv9gdbkK9J4ztzduZUauOkXkj4dEE/ZJdkmuo5+daRm7bZUqyRvlmx5ykkvmXzS4xsktZU/djKs+fbf4Mx888nglC6qBS2Pc1i+AMt7R7uzkJj9ZV8wVg38vPjCN7d03riuP7HY8Dux+4U6JyqB3VqetKePYq+uPXrThcK6tX4pgZx+CK2VfElTJJBHTy0KmwqQrjHLbUB9st8+UJ1sHXvTW9oSijiN0/Tht4mrGNhCznbZvHBIQT4cvSFrIqV+v/M2O3r7SioiKWYUqEoijoqkm+W5AbkaDWuq/pCekXc12gDtGoWPsRvaOKGpJpFU1eSwSyXgirIaFK34oucmfjk5luBUFw52vE2/T2a1H+NXAbBcAW4No45g4Xs/2NiNb9CDnbA1jevBLXzLkGX2/lQpo67FqQrmfwkoXGMp6ZcIcaceSIU/HmkW/ioqGxLDmVDrtnFyU9w0R8tIYAn9Fzi9o+nwbnDkb3fJ59VbSAtL3J3kyEMaqisGwesk7mLvaUoSZOWrqby2oQ/rfsf7jyh+tZ6z4hUMsJxu2BxpoA65x1uu0oOPWY39yf+JpNoSa4PPye157+Zw2VPGBMS289zRJflPh7ZI+SCFd2Ftwhft+jjF57SQr4/FVwFcWrjO8ME7tOZBpWJw9o7eaR1imVBXgRuLBuYQXWLdyOJV8XY8vyqj9dALXbXXIPPvggrrjiCjz55JMYM2aMQQAnLtNDD8XS2RbkhWGGqk1U5lVPUOEXuTCtI01PyB9pwAVfXIBnDnkGE7pMwMb6jdjUsAEud09hXXK2Tp2B8jAK+w3DsnOWMZ0SAhHTH6h8BaNwLOzZ7ef99Gto2UiCcp01Xkt8d+O8SjLj9RocMeb9JKBLrlQpxVdbv2JaR2bogXuyW/ebtE40DwLIS81nj0Q43PakKEKbUbyS/MXscAfrkdm7K3OK/2TzJzig2wE4deCpbJ+zB5+N8tJ+eH9TS1JMZLeu5M0XGU0lSO+Wi9R992U/k6xGolFrj8weGJI/HLZ0J2uPb09ui54t8YXqENq8BZ7evYz3qGxOXm0U0OWlcN7jgz89iLfWvoU7FAquhiAQaL97SWMDnTMOZLbBExqUM4gRvnVhSDMc2VnwBpYg6M1hAWFBby7Yu8ePWaAK7qLWGSZanFJg6XV6jUUhdWf20To0E+HJyUBm/QrUZQ/A1y+sintvzBE9Mf6YWGd9h8swnXfeeViyZAnGjx8Pj8fDHvR68eLFuOCCC5CTk2M8LMgJvX1bVYOs84bIkQRqDbZrmWNRAZM+aRKxundmb2Pl6rQ5DT0hURkmex7XDkrp15tlcUhsjo05qmBHLVfADTdp9aUkQ1H4F1cc2Ir7FtzHgl8dN/10a8wKIslaR6qJWD1u4H64ZfwtbLVq1uwJKX4hAVNjBS+/eR07Pya+rp3ZczQj1tnX3tA1hQoqFsLbpxfLRMzfNh+bG+L97FzpPAhWtNb99kTFZs7H6X3UOHR98AHY7DufOq7Z5xq8fuTryB3EW+nDWoaxPVC/g3fzuqu2wqbX2TRQoHnizBMxfXGsE4z4fezZx++B5D3XHggFIghG+P0hq7D1uUNdcuSsQLpLOt5b9x6umHUFvsRK5E0dF8ugtVOp0BeohqtLfCMBYcaGGZj85mTc9F2sOePX4OrSBaOyNyPb3QRfugtd+2WhaBD/m3/+bAu2a+Kdfwbs9tJk+vTWbYgW9i6EGU/IgYgaYKutMwedybbTxbvGtZIJ9QnjMGlckdyUTHx43IdxBM7ygmFYWUnBgZiAKVDGrReidbTajq22SB/n6q6nYfUGIFzVfl03v4YIBUx2oCRYgtfXzMbozqONTM6IgtGcE+FwxDznkgR/o5ZeiKoYNXASJmgBiI7ZJbNxevQo/jckOWCqr6JAyY00T4Rp81Bb9+CcwcxolHD9t9ejMerAMBwCW278uNsLtPov1rI5Xat+gqfvnTikyc6aH3plxrInBHeaL9a6H4nC4Wo//tyOTfy8LhiQB9+Q1pm4tuBo5hOln2ldtZ6Y9wTqivmx8oVr4eoa/zuomSXXm8tEF3XcMO4G5nVX8p83Ub6SsimudvRqA5zhZqT02LW/fUPdBiYCSpmcfYtGAktqUFO258uZdeV8oZDmVeJMd3WQaTFBbwYiELl/e/N2toAlVXczPH37YvDTDyDekQ74+sVVWPvjdsx9Yx1O+vsY2PXVuD6OHS3wprrY408bMJ177rntMxILSYPCyl4OeBwORu4j5WUdog1ubZTF2RqAp7D1Tcbh1CQPBMl9+LcQ6bUAJSvn4b4FsxihlAw06cbSv/MArEadsNb9cJRfyn0K+uDiYX3ilJeprPnftz+GCjeUJGeYmrdzbpUr0gJXp9Yr7b+O+CuCn1WARhXROiSThcYGfiJlpNvw7rp3MXPjTJYd0QOmsuYyoEHrpqpOzip52TeloGRRbuMG5I/qy7ImdI7RwwyyqVi46BPsh3+wn0PBCHyuXRMh/D3E6upyypzagA9fAkZfb7z3wfoPmP/Zwd0PZl2tcf9v7QrAMwjNxbTQaB8R3AatE42C3sSsFy0E9cWgDr0EltEpzTA4Jt7kzsyX/3jZqxruotbyCyUNJVhXuw4FaQXGwoa0rPpl98OA7AFo/t+rgG1fVK2j7P+QPTu2Wlo02ZGR23agcs6Qc3DGoDMMygHhiy1f4J4F9zAbl0cPaC0MGi4vR8vChbD5fIgGQ4hUVWFEl57Y7HWgsriRZU2H7l/IMm8bF+9gP2/f1ID9Tu2H4QeI0dX7PfhDxe9AIGAY8erIyBBDerWw6+ClDw9SXG6cMzLWckuwCS7J2YknhK1I6c0JrW0FTKI4THqgVhnagdfXfIJxXcYZE5nDo3XJJcEK4tec7Uf2HIljR3OJAzMcHheIx6+6eBknWWiu0BSrI83YFqyA4leYeKXu0E6ihzM9L6I2mtySHJWwGlr0kkkG+mSlM66cefV864RbUbZ2HogV5t/GTaHbE9TBuPp7Lgw54fpj0aUw5myfCGqGKIlUMLd5xelFoCkEn6aHs6dBZSFSrLYrQWQUxMjdBBKX/WTTJ0wnSg+YnvjlCfxQ/gNOso1gPwdb2o/E1FBDobYTaZm7N5X5uuTCrgSgOtxorg+1yTPaE8RqL5W92uAJzSubh3sX3ItDehyCh6dyYc0ReSPYg7A68gzokq6tU5lemKMtCf/fAZJ4CIT4Z2V32flcnag+Ttdrvi+flRLbQtnfb0LLggWttg8+9RYsCXTB3DfWYsW3pagpa2YLAoLNbkMj+/72Huz2t9Dc3IzLL78c+fn5zBolOzs77mFBfuilj0QBxjU1a9CodWeIyjAFtvGy1/yVM5lbPHWTECgdvKJupVCtIz1g6pLVBRcPu9gokYSVMFY2ruFjM3WnJRNhmy7AGD+h6XBl8BU1UrTnJKGlkmcA3NEA40QcPeNoNpma4dDuzcnskqOur1DUzbhdnQZ0xQVDeYPBwT0ONvahYLgoj092kSR0opVtqGMTms9nQ/dheXDmcaLy1oatWF29mnWx6qDz77/HvARnRGvdr2k/ZX5ztsQ3ND7bQVmR68dcH8dLo/GSYnXUyQOlQHP7fa+6IUFG/q6Jns4pmcOycytQBo92r2uu2/M8ofpS3oHpC9bAVdDayJyy+qPyR7Uqs+rI7JIBV7iJ3esqNvFraE+AymAEd6gBKT12vaudTHdnnTILd0y6o833C26/Dd6hQ+HIyUHK2LFIncTPh+y370XPPm4WJFVv48FSZr4PE47rjXPvm4R9T4xlwv+UGaYbbrgB33zzDdNiOvvss1m33LZt2/Df//4X998f0+KwIDFS+crCluFjliPprnRGYqbgpMEZZLkKW5InVh3+zcWs28tVtj1uYmVmo/5S5Iu0H9ECtV6deuLE0cca28mE97EV/8ZhuBNRASU5ykyoGrE6kmFjx8rn9BnSAmSrMarxaDiRjXBtHdAzeVngZk3ryGMPszHRuUbK1TooEIadT6jhJPq1bV7KBSkz1FqkDtxnp/u5Uui4RqFoJc/2ROlqPslmbvoeDTNqkXXiCeznxxY/xroL/zH+H4Y2DmXCSOTwZ2U1K2cGamhSbR+eVd02Hlh4/dXwDj487j3KytHDjPOGnMf8Ap0rloHoMv52kmGi8k5I4d9LdvfWTUZvrnmTqXwf0fsITC3idikLyhfg1dWvwlt0OrL9GfD78lBb3oSu/bLbpVSY6g7D5mx97hza81D2MEPv6iNOpLd/X+SsXI2KzmOxdUUVI1LvyYDJ17ID7u7k9tcadK4t3bGUed1NKpy0S5/r6d0bvd59J25b2Y03ov7DmRi44HH0ve4xFiwVDshGeg7Pcu+NkgO7vRz+6KOP8J///AcnnnginE4ns0m55ZZbcO+99+K1115rn1Fa2KNw9OSE5a89a7HvG7w9mEBkw6whw9hrd7+2HazbGzqhu09OL9w7+V42yepq2oM789WtoOSXoajsTnG1Sl/3yOVGvKq9/TuWEhFsiqW1L154OSa8PoF1VulYV7MOqY18FR0o5Rm8ZMHw03KFWAbn+zO+j7sJUzC3XsvORULJOW7M3X4+70QbdvpEePq03S5NOmDrAhv42JLQur99De9WzWreivSDYnwgIi1TGTPNHb+IoUWO7oHnb8cMU90WPq4UNMGZ+9uyGUM6DWGK2tlZfLx+rQTUfsTqJqT04MKtieVCsvegjJcO6kw7Z/A5GNp3ElIjvFxcU1LfTqVCIE1T7d4VvLrqVdbV98KKF+Dp3x+dqpax7at/2M54ZHtSQb7TsJ7wjRrd5j4/lP2Al1a9hKVVS//Q78q/7jrY09IQWrEc+VvmYuDELixYouuv+C9/QeMXX2Jvw26fyWSF0rt3b4OvRD8TyEvOUvreOxCu5asfRyTMSJC6cCWlibt6uQBjuKFZaNkrLyMPR/c52qilU+18YP4AoWraEZVnj6I+G1rCLQYpkuQY/nVITIOMOAfJhL9K/z79qPUEW4lqPnLAI3DrJrJJFofkBFMgPb3t74wCYtWhZZjCyQmYSICxqqSJlaT7DuGTOglqHjfjOBYkma1Rntv4Anut2Kis0H7jo8+uLOWr/7zuaXBkxrgiVAYhD76jevNuQsLyyuWsbd45mHP91PTsdne2T0tp/fdThpBUoM1mzzpSs3kmwd9OnWjmUqGrsLUAI90/bhx7IwuSdFAgd/3Y67F/96nofTXnbzbUKXv8u2zezVKhfh+hezDxhcinL69qCTzBWvgbQliqqaz/URCHiJA/dgBcndvudqTM0vlDzmdK9zp+LP+RXSPPLn92l38XlZTzrricvd5+113YdNzxaFm0iAf6nTuj8csOEDBRsLR5M1+9Dhw4EG+//baRecoyydJbkBfNyzgX6MhIfyw4I56oF1q9gu+zZLnQgMmpeT2Z4dDsR4QZ3GrE6qc2/BfjXx8ft3J1eGOEW1Xz6kt2wORSAph31o/46cyfmC2EDiqZODW+mu4jmCw02/nEnz+x7U6fD479AJN68JJOJJKcgGnp13zy6Vw6H/6Z77LXxQ3FTByV+Gg6qFupqKCn0brfnrYylC0JK3bY1DA6j43viGsLH278EDfPuxlVXs7xCwbbUYCxjh+TjOzWpHLipR363qH4tuRbY9umuk2s9KXm8OuUFKDbo9xav13T0fJXw9WtsM2J/6zBZzFV9LaQXcAbDyqLG/ZoMBxsiSCsLa6y2vBqIzyz7Bmc9vFpzOJGx8XDL8a3p37LLFKc2dnw9uqJ3ps/Zu8t/GizUU77I6jazBMcriWx7ysRB/U4CNeMuSaOl7atcRsr1S3ZsWS3fl/2WWch/ZBDGI8iuGYNmufPZ9s7XXYZ8m+8AX/6gOn888/H0qU8Vff3v/+dcZi8Xi/+9re/4frrY+2mFuRFRLvxO102uByx1R9xX0Jail+E5xj7vdp9tT7awIiuOsJqGIFBfBXp6iWGKBjRiNUNruZWWRynN/Y66UHJ/7d3HvBNlWsYf5o23XuXtpRR9t5DhiiCgAqCIrhx771xXvce6HVfURFRFERQVLYge+9dKIXuvds0ub/nOzlpZpu2Wcj5+zu2TUJ7cpKc83zveF65sFpbIcw06dBrPBpF7J9+Nl+tfo6gK2CkrVQ/FT1h9GA8t/45zFw3U9RqGBM6RIoAqNo4/3WtLKtB2i5pUGxy/kZETJVcql8a9pJwXmY6yXg0yktjXzf8XFvtvBqrYjlaUpmPoJ6Nt5GzWHhIwhDEZEjpstL9x5y2b+WV0nspNN6y9o0RYH4OjD17vtz7JW756xbswFHRWSd+R1G10zyYAutKTGbINQSjwhqtBnX0JfvhU3hpNSgvrjWkjh2Z9goM9UXszTdafUxGWYYwl2XNki2Chw9HfNZGxHjnifPx2nmHWyTsOHKnWB/xVe9d36R/S4++pwY9ZeHq3hhe3t5IfPsttHr9NSS8/BLC9Z83datWIsp0ttHkxDyFkczo0aNx8OBBbNu2DampqejZs37Ip4LnUqdfyctt+jJHCo/gVNkJ+Pi2c1uXXB0Lq1XAyqyV2LD8a7HikkP/T29+BpfibreIOVoZ1OkF0geTPoF/hwQhTGSjt5tW3YIhupvYK+tyN+3yPCll4udlXagxnK4VpcGuFXPF2ZXQaXXwVmnhr6sUg1qZujEeDEz89J19Go3zI4fpe/NF8Wlw6SkkjR1sSH2Z+xzJ+IQEi4u+1tsPNaXVTmvdL84oMqSXzAur6YaeX5UvPKtSI1JNPIZWLP4YlH+VRc5JobNrr0bv1B3RVj8v0QjWpZkTFxgnfMACwlvBv6oQFUHxKM2rQnisFNFxFMWyAWOg1mK4LaERKQVSTECM4bP63rb38NW+r3BD1xswIzEOoftPojisvTAL7XG+fXPVGqMwS3otIhICofK3buNxbZdrxVBgGpLaIvSSCSj4+mu03/wJ8gc+g/T9BTi5Nx9teli+DvaQc7JU2EOoa0oR2tq2+Sg/o5ysQDEsH9eGRqM0Bs0xwybWN8mczbS4Gi8lJQWTJ09WxNJZhBzFOVF+HLP3zjbczpOKj1o/7sNF6RGLfdNrIf+gQCQF15/AvL28kVKkH5h56rTL96umvF4EBcWEizoDOYqjgw67CvZApdW4ZcBtXYRk8hnaqwPe2PKGuCgYr0Qf//txFNdKq3GNE6Mk5qTvljyFQvOPCM/DB/o+gAf7PSi6gGTo2fPHyg/F95UnM5y/Tzuloveogn2IuMbU1NAa3iEhhiGyFfmOa+82p/CotF+BqgqRjjFm/Zn1Ih1SWisJBGNoQUAqK5zzeS3Jl547L7KBbewTFPf1vU+kWsf3vxqBFdLzyk93vAN+WaV0rorqYt348JHVj2D8gvEiPWgOP7O+7doiJlfKlhzc6LhmiILT0uuk+ucPaAqtP28aVI5IGmEimPgaP7bmMUOaLqBHDwT07YvA0ky085KaD9b/fLTZi9lT+i7MiKIj8Eu1Pd/tnhX3oO+cvvjjxB/N+jv/ZuwWTCtXrkTXrl1RUmJ50iguLka3bt2wdu1aR++fghOo0xs/nqxIx+Ljiw23c5XdJaazW+e11emkt+T0Xtfhuwn1XZesyXlq0OPSvrkh+FWtv1iyxsQ3zNTriKux90e9D5U8r00/q89VVFZKr5U6KRzf7v8Ws/fNNllxd4zoCLmzudZFbtoUbPtWSwIotvakEAF0D6bfkXG3118n/8LBrO3SvrlgwG32ESkdGB1eZ9Idt/zkcqxIXyGK+WVe3PAipi6dDrV+IHVlrvPcvkty5MJqy/tY00JLgeQQS2EQxAG3FHNOmolWrK+bEQaMSU1zZFYFBSFYI12kC07aTj01B0YuS8uk933rO6+z+himCdlU4OdTny6/o9cdWDdtHe7pcw8CuncX8/qYlss5USKiN44g/6R+VltJhknxvj2jUdjVty+vfg5k3MynAG9vJKz+GH5+jF5VYNfKpi8sTuzOw279v4vK3wP/jtKcP2tw8C4xTrOW1ZThRPEJyQbkHManKTPkbr31VqtO3mFhYbj99tvxzjvvCJsBBc9Gqx/U2jaqDdql1tsKENlR1l3z2lggSvxC6k9yxm7VxB3jRyoLpAuaT1013tz1Hvy9/cVKWuyXylt036SFrIKmUgevUNc2P+Tt4uozAAHZJ3HzkJtNRhrIaZO/ln6NI5Vs3XdNhCnjYCGKirTwrqtG+7a2U21MTWgyj6FwF19757bus/C4uFx6fyf0M11hP7H2CXGh+HPKnwYX8vTSdGHmOlEn+eVUOLF1Xyqs9kFIpOX7nuaQ5rBbiV1yN+s4cqQdKmudc+yKTuQZGTBa1py8tvk1cdzu6HkH4oIs7w/xlwR6wWnHzkSrKKkRrfZcFwSorS9Qvh73tcVt8msriA5AcHIMkk6vxqnk0Vg3/wiSOkdYlCo0lcJM6X0SHqKzOaSYxdNMfXExExUgWTWc1+o8YSHRIbze0iWgWzdEXnstCufPR4+2ldh6MEBEmY5syUZcm1DEpIQgrm0oIuODhHO2rcHJSz/ZI8oKQkvSEJezTdgW2OLLsV+K15TnOOOZjzPXzRT7+MlFn+Bcxe5PGQu9X3+9vgDSnDFjxuCtt+pbqxU8F7lOqHtCd/TpOsHkPm99d5rWTfPaNF6yYPK3LZhanklu+n4FSiLINzZURHGMBZOMb5AfqiqrDFEyV1FSJF2UwnUVeKDfA1Yf4+PrBVAwOcjPpTF2L5c6CFm0GnvTZaLQNrM8UxQI01NIhkWkWac34+ddZajTv/bOIj+DF20v4XIc0c+0c4ot1FV1VQj0qb+g3t/3ftxYfSPOrJQ6RiuLnOTAyBV8lVxYbd2p3Zz8ynwcLz6O0rBU4AxQAz9R29fSi73FflVIF+Hogd2sGjAuOb5EjGm5rmt9lOfrfV9jbcZaTOowCf0fuQl7vsxAfqGXQ/dPHj3iV5GHml074TtyZLN+Dwur2875ATnJw1GUDdG+33eM7boie8w0y0TkywsRSbajS29vfRs7c3fivfPfM4yU6RnTU2zmRN97LyJn3Ajv2DjULjgqIkWcz8ZNxj9YjcSOEYhKDKqvPavUoKyoGqcPFwmx1Lq1N9rOeQ++MVHwibZdB8XPqHFDC/FV+Uqms3pfvHMVuwVTdnY21FYmGxt+kY8PcnOl7hMFz0Zuy/fRzz+TYWv1ngKapY0ypO1cCdM4GpX0Qf3wyMeIC+xiECV0JJ97/Hv44wJoXWAiaI483iEwPECklczZnLkZmgLOGwtDxfGTQDvX1PTxRFihCxQ1QpHtbXedyLVpGhd4HZUVVuHkPqZgvNAWxxA4aBCyK3NEPQnTlzuu32HyeN9QihQKJh+RarG1Um4phaekwurA8kwE9jSNhH8x1tJfpnu0NDB2xUBv5OypgDbScsSFI2DUr1orve/DUyyNIdmMwfQInb1lX7LpnaeLqGb04Xws3VcLnUqN8uJqhEY59oJWWixFb2KGWH8/397zdtFdG+Vfv9+02+BA3v7x/TGh3wT4/5CNqrJaZJ8oQatUx0Rfi3P1jtViVlt/u/8dP6fbcrahR3QPDEschrDLJ4nC6naH5+NAx2ux9bcT6DQwHkHhlpE+uwur4QW/qgKEdbW0OpBhepUTAmzNZjPGOzhIbNXH09B20+fo+eRjyMrSIC+9TBzTnJMl4vhyqO0xKbttQXRyMPp4/4NSrUZ8HpsKo5wXW4l0nmvYfeVJTEzE3r17RTecNXbv3o2EBMsJ8wqeK5i0PjRj1BhOwmW1ZciuyUGMm+a1se1Vp9+XDSVb0C6vPtReranGyqzVGC8Ek+tTcoVbKSRVUGemi8Jlc27+62bcX/YgEBiGGhdNtidF2eViHIuqrgYhHVNRpakSF1djW4EHVj2AjsWM2CW4xOuItSC8aIQWH0fy9PEiLcH3GVen5kM9GZ2oDNJHvbxUonXfN8BJ6aVj+sJqlNvlWC0TlBgD7DmJaifV8pfoHatpPBrcxnS+F9vfJ/8qjUj5+6q/EeEvFYS3Dm0ttpraUwioWouKwHgUZVc4XDAVpXERrII64xCvAhb3G0eWZC5PvRz94/qLwubKbVsRkbMbmYFdRBrJUYIp/4RUExVYkQ11onVh8sKGF0R6+r4+9xnSXhRyn+3+TAhOCib/zp0RNGwY4tf9g6xO41BYHYXNS9Iw6trGvbCscfqQVL8UVpIGv1Tb9hCvDH/F4jbWCRVWF4rPCScbmC8mTz/yMKr3S1YrqS88j44DJAHPyB2FE/82I0o8c6v9feAX4A3/YF/EpoTAZ8ty5LwopShDRo9u8DnQI4o2Loz+mu/HuY7d8dHx48fjmWeeQVWVpV9FZWUlnnvuOVxySb0TrYLnotUPEv30wKeig0qmVVAr9IyTRqO4IcCEmsr6POC9Y58Srb/GLrhTekgeHhRVrh4/UqFv3We3kDXYRq3ykqJQNS70OjqzUzJhDC4/jf1+uRjw3QBcvsh0yv2evD3I0+S6rHU/Y4tkbBtZnoZwfTsxZ59tvmYz1k839X+5+c+bMXnN1VBppWNWUei8OqHiLKlwPzjAvvcOfXL+zvgbFfsl9++SA8ed6lhNk8PA3vXuyoQXLro/B6uDLdIkxCc2FoH6QtwCvYhwFPyMSeklQJ0ldWnZQ4+YHmJ+GwUT3Z5jjywXtx/elIXKUseozoITkjAJ8S6DitXQVmCNFzvOaPth2LfoHpjacSr6xtaPBYl7/DF4eavQdpvUMXxgfSZyT1n/nDfEqYMF2LVC+jxG5++Br42ROw2ZkTIK+/pmy9IXNnHEPvSw+L5k8WIcHjwEaVOvQtbLr6B82Z+IjajDgAltMeqazjj/ms5iqG3/8W3RfUQiAk/tQfbTM6GrrkbQyBEmY3es8c3+b/Dxro/FYkbBFLuXcpwXt2DBAnTs2BH33HMPOnWSxlTQh4nmlXV1dZg5c6a9v07BjdTpdXKtTx3CjU7C4f7haBvVFpmn9XVOLkY2BlT7e+PyztKq2rhY86oe0zF7oVRPUlejgY++pskVVJZJF3T/AJU4ARuPlCFso56/5BuWCaG2wnW2Aoc2cCaaF2K9slGj6mzR3UKeH/I88rxLcOYvzhG03U7sKM6kUVz6IiElSHRKNQQL5iv9OQ+sAjV+YaITLbyV/Z1FTaG0kN0/gQiJMH3f5FTk4M7ldwpRYlwo/NGOj7D29Fq8kseBt7GocMJUe2PBxDEaXr6mrx2tPmQvMmOOFh4Vqa/k0GQEa4vB0uz8NHZ5OW4GZGVpLergzZY0hLWx9O1h9IYmpKxvYWrJmheSOiUFseoCBJemowytsenX4+KC3lIKc/laqhAeZvs8xcgSi5dD/eoblTiEVx7EK+PXoQMipk8H5sxBbOVR5ASkYuHb29FxQJwYehvXNgyh0f5Wn59M/uky/P7RblEjGFF4EHGFe+Dbtm2TnhMFMaNLPLdYI3jYeUic9QFy3noLtSfTUbV7t9gKv/1W+vdduoiIGSvhtZUVaPXaayK6m3HXXeL+sCmTkfDiizYL0WWmdJgisg3G9h+7c3fjh0M/oF1YO9zc42acq9gtmOLi4rB+/XrceeedePLJJw0rfL6Jxo4dK0QTH6Pg+dTpX/Ynz5+J+MFSnYaMj6+P2+a1lR89Ib56V1r3u/EJqC8E11TWuFQwybOhanxL0G9OP3SJ7IIfL/3RdP+85XltrokwMQWTJRk9IzVVjTYJg7Fh+gZoYVrYPTxpONIK8nDmr93Q6DsknUVVeS0qaqWLfvIwaVHVEN9P+F6kD2evmosa1n/lN31lby8VGun9E5FqmvailcDhwsOiqNUYpry6VnVFQKQaqGDrvnNSwYX7pfc9tq9j6a9d/+bX47+KIa0cJDskVHrf5WeUOkXI+VUXwT/JcrJ9SXUJLpwvRSt2XrdTeKURtp5nV2SLuiZGFoNHDEeHZT9jR58HsW/dGXQZ2kp0drVkYVWmdx+PSrJdJH99t+vt/p2ceVayZAk6bfsE2vGvIK/EF/vWnhEbCQhRI75dmCisDo70g1ajEwXeNVV1YqwN64colhKiNei05mME9uoOlZn4Neb2ZbeL6CEHjMcHSam1KzpeIbaGCL3oIpFSq01PR+WevajcsQMVW7ei+tAhVB84IDYZ7dNPi9Szf9euYghu/MyZjYolYq1xhCagvx77FQPjByqCqSkmlb///jsKCwtx9OhRIZo6UJ2bGa0peDbawFAORkNYu7YmbbZcjRXG8aJSB+9404uKK6jSXyy9aytFOzdTEXJHFVezpar6dI2mogoIt3+wZUsprVaLwmpvfemLeRRH7DcFUx3dtF3jdbTrD47D8BK+Kq3uHieiNeYT7WW0J6XRGRWnJDNJZyEX4/pWFyOkj5TelSMi3x74VhQu39bzNsPtcq2VL6rBV7cy37Ht5zI0+5MEjw6JV19mch/fY59e9CnvMuGJgU+Ir6crfsehDKBS6++UonTJ60iNQJ39gicxKFF09tGfLD7xBHYVAHmFUg2Y2s/bYfVxJKAqD76J9XPFZGq0NaKIn/C9J/PjoR/x+Z7PhRM5j2H45Zcj4qefEZ+7FVkx/bHm+0O44on+UDXzOHL2G/GtLkJox+Z3tBlDv6SY++9DxY4dmHR3F2SVBiN9fz6yjpcg71SpiLal7coTmy2CI/zQ7fRP0Oo0CBxQP/DXGtuzt4uuzDq9d1tTYJDCNyVFbGGXSF3Omrw8lG/YiNrMTOZSoQoMhJeftEBo/b8vxc8toVNkJzzU7yEkBJ3bdcrNqq6kQBrQyBtCwTMRnWj667l/VKhFl9xrxz7EBNwJBLhOjMhUyvUrugpcufhKUWvwzJBnDFGAUQtH4666t6D19kVNqfNavK1ebCEdj559B2DDsJssTnT3rrwXvasTAZ/WLvE6YsvwwU3sylOhneo4/LubWhwYI2ZWlRxhlRpqa50bYSo4INVwBNQUwK9dffrvTPkZUU/CQajGgknGV1//VVXsnNeVxbDsKOQCOzDQdJXNRQMHtdoiLCUa0JWIZgP6/zS3g8oWpcV8v6gRasWDidGad7a+I9LlnOUlc1Xnq8RGCgf8goA/y1GJIGQcLEDbXmzbaDn5xyVxEFSRDR8r2QMKTXY8sqDfGKZyKIzpKUToVs0tdc9PyI/pJdrhWc/UeUjzLr5njki1NeHFx+Hb3lLIEe6TSBd6+4qFl8y8g/OEG/5FKRfh9RGmtUJMy4nUHCM533+P/j17wn9yb9Ekk3eqDGeOFCHzWDGqy2uh8vYShdW+/t4ICGFhdTB8Zr+O6g2rhNFk2GWXNvgc3hjxhligGu9bS6BNQNil1muImyKWeH3gf+azKJmKaxfm/HS+p+P6/mwFt0KhIddL/2/vJxjUbggGJgwUP/PkklQjddlUZ7veIqKymDUi/vDxqhbzn4xbbsUK1ssLKm2NEEy1Za4TTCXZZYZOtKiu3eBrJYrDFWOHuhB4+7jGsfrErmxotCrRJdRx+gVi1bkndw/WZKwRxbZj20hmi+SptU8h4HgBhuMF1Ho59mJvTnmVfkp760gT3x6OgGBNifkFgtEI+gl1VEnHtLLESXVCOfqByWU5qCsqhKoJ5QO+CfHwq05HtX+kGBXiaMFUrk/1hSVYpqkKqwqF+3NsQKyJYDIm4vJJ6Kg5IgqOWbDsMMEkF1b7VVn1YJIx73xkKsw4Hcb3ZtyTT6By6lVofWwJjrW/HJsWH0dq/1iD3YW90Dph/zppNFJE0SH4dbDu8p1bkYsxP48RdUFbr91quJ1igKkwbrYo++cfZL3wH2nffX2FyWPgoIHodN556H1zP4sic215uXhc9l8xqPHzQ+K774q6qIYY1XqUxW178/Zi/uH5aB3S2m1pL9q3DJs3TLymW67ZYvHanusoR+Mco7pA3/mg0+Lzw5/DLyTAIJh4UXuy2934/Xg5NGX1IyJcRWUJCzn9ER7gh5VTV5rcR6PIXdfvwuzNf0JTB9SpnDME1Rp5+9Pr3Y7jrA+tfG7IcyjbfBiZLjKHPLaaESMgtvwwQsc/aeiG+3T3pxiTMsZEMPEEXMndPg1oVT4iAubj65x6nFK90WHM0F4mt/O9dWvPWy0evzJ9Jf458w+eibybVkyo9XbsgFaZouPZ+shXoejcMoaRiP35+0VkxNg4kO3V7JKb1nYyAirzhGAqSMtHQvtwh9Z81eqH24a3tRQ6MYExIq1lqxBYJjVFC05FY8qIzs4tqRGSKcrj59EHEVEtF4ici8ZJ9XXzFyCjzUUoK4Bwn+53cQpiUkKhtuP9yA67BW9tR2lBtTAfja86IroErUFBxGNmnjq/tN2lGJU8qkEDRkZrQi66COX//ANtRQWq9u4VW8GX/4OXvz/UrVoZhJK2rAw6jQYdt2xG/NMzETXjRps2B43BOiFGYfvF9XObYJI7ChlpMhZLtCspqi4Sx1S2aDgXUQTTOUa1fqq5t7YG13S7zmDOJ+MtF32zO8bFVJZIH1b/QMu/zVUq//OLjkBldgUQ3PILgr1k7ufF1guhXiXYkbMDGzI3iKJvGgfKjGkzBmtD8/WCyfmWB1mnKGj9kZQaaiguZWRpWqdp6BLVxeSxsy6chdreBfhs+3bhdVRVWoXgqCAnpuS8EVhrX0syzfCYpguL7Ifc30pRE+CYFIU5RenSnLBA7yqLwleu7JlSZcv53AlzDbdzNArdmNlVFavNB20vcw5lo9vo5k1tb6iwmjVfgW0su6rog8NaIHMYmfv5yM+4uM3FmNF9Bqr/+xriizogK34wVn13EFc+2d8w5qg5cOxIqX64bWSK9a5FpvDZgs6i5Vt63NLo74x54H6U/vknOu/7Gnt63YX0fQViY/NZeFygGPNBMcrOtIj4QEPqmfVDTKlu/f0ESnIrEeSnQY9N7yBsUDebnWss2N9+3XaLMUGs8bNV5yfj36kTkmZ9AJ1Wi9pTp1C5ezfK128QAkqTk4Oa45b2EtWHDiOgR3e7xBJFCUejcMZdr5j6hQU/v3SXl4vA3QHFEP2+5HlyMutOr8ODqx9En9g++GbcNzhXUQTTOUZ1cYVBMD0+sN6DScbb39dt40eq9D5MrAmwhbdGStlUZRfwDOP0fWLdy9HDFHJ+SIjRYHvOdnyy6xNMSp1kIpiIXGzrbHNI0YlWJxV0plxR76kyIH6A2KzhExYKH00FNOpg0brvLMFUwqJvrxD4FTAq18dwO2vQODuL9ULGq3seR3KkIg1HUYqS0wVOHG7rj2ArT5vjULpHdbeo0aD4PD/pfLQPb4+MkG/BZ5R7yrFF6cVZZfXDbZNH2P3vaIXAqFjPaCkiFjZxIlKffQX5MT2RnwHsXJaOfhe3afZ+5Z+Rxsj41JYjrIP1wmrWV7HVvH1YexPBtObUGvx0+Cf0ietj4orPAczRd96Buldfw6DjnyN3ylM4c6wEFcU1Yqgst8OiLk9k3w2lA8awdmhQyF5OQkbgQCky3hDmtThNgcLaUFx96aUi6kKxVFdQIL6nZYY3t4iIJg3ZZUSTRrfm6UJRJ9TDvXVCPF6yOar57T4qH0Mn5LmKIpjOMWpKJcHko7Ps5CqtKcXsw18jHOPd4qYtJq57MXN0Cg+vfhiXd7hcuPEaz1+KOh0J+KdI40eGOW6lb4u0bZmo0PjBp7YMnUZ3gjYyEFd1uspkZUgOFRxCCdjlFO301n127RB6w4QPsK8NnTUo6roqSTDlscuolVOK41l4TMLbmqZKeAF9c+ubGN92vEWxLVEd3inGypTqzSUdTal+3p614bZMSX9/yfcWt3eL7iY2UpMYAOQC+cUqMcTXnhSSPeQflQRCYG0hvCMto2scO8I6Jhq3Gl/ILml3iUgf0myWhF48FoHvvotUjvjocoOIxnQalCA6t5oDu8PE7y05Ab/29Z9BY9gxxdEo5hdYppZWZ6wWERRzwqdNQ/5XsxFwchcGtzqFsNsmoKygAnmnK5BzogRnjhaJv80Il4xcWB2dGIieo5LRqtMo1NwyGaomiBQZ1stxzh0L1se1Hdekf8tolh/NKJtoSGkNiky1t+tsUVoKF4c7rjMdaXQuogimc4wafVGtj5dGrJKMQ9rsLNmUvwVjhWBy/VujXBvEbA5O+2fgr5MrhOeHMexwuU17o/jeVeaQW3/eKz4mySW7EDH6SZzn44PzEs+zeNxDqx9Cp4IwtMctqPNzbodh1lbJdTmkRm/CpIfpB2sr6ne2vYOD+QcxTCdd+KoKndO6X5pfCZ2XSrh2h3U0LXrV6AW6uVt1bZ1UgBukN6usQoBThsjKxejWCqvtIapzK/ifykeVfxRO7S9Au94xDp1vF+pbZTW9xBqqx/5+THwWOEVepk1YG7HJqAICEPvoo6h99FGcSRyO4tB22LjoGEbfaDpk2F7Sdkju4WElx+HXzrqfEU0z7+lzj8Xt3FeapdKDyRwWTCe8/BJyXnsNoWMugq6uDmcmjIY6KQmte/RA54ED4HdNf2h8Q/SdaN5QaTUiFZb77nuo21MN7ZtvwLdNw9Ez2ljMPThX7INxlOtwwWG8tfUtEYltqmByFLSC+GXSLxa387NQXFMsSg/cVSfEqOGio4vE32/ME+pcxPV5l3Mcru61WtdMjLeGPHqitq4IPb/pieUnpbEFhKvYq/tKXScsDnblflZX1qLaWxIa/QeNwJMDnxQhfWNYq+EvD5F1gTlkYVY58op84AUd+lzevcFOoYTgBOR2lkz0tOGxzt2vNEko+RdlmNzOkQq9vumF/+78r8nt+/P2i7orb0gis7LQOQX9hceyDeklX7O5krxosWj/2SHPmtz+zPpnMGjuIKzRbBNdiMzFlAlHbsfOKKSHEoloY7/QySjNwJasLThVcgpB/fshJpdRMGDfGtPj3hIKc6XXJDzc+qmYIpgpTHumxIdeMgHBQ4eiw5H54udDG7OQeVQSZPbCRdT6n48i47AUYUqOKG9SuomkRqRiSscpGJRgfchr8Hnnoc38+aKzrObECdQVFqJqzx4Uzp2L0w88iOMjhuPMZWOQMeEiHBs0EId69caxi8ag5PffUbZiBar27Wt0HxjlYsfZshPLTG6n3QELvxuykXAXrI8c9eMoMS7IXZwqPYUPd36Ib/dL7uEKpigRJhdyYukW/LaoFG38z2DCe9e6ZR+ktu0AaFXSRdO4+4YdJRN7XYH//SQVB2sqquEb7NhhnrYoPJJpmNU2bMglFiMiyF2978Ii/29QQnPIKud7HR3eLK2yU3pEI+FqqVbIPCon88WYL5BzvBDzt+5AValjL/jmlBbyIhuIELNBqzQStBZluqnHTZjUYRJq1mSIwuWKQudYMhQel4RcoLbMqrjkfpnvm1wTUR0ViMDKHJQFJ4nBqmExzes0sgadmCnEWP8W3DbZ6swxFlGPTB5pUovD277a95WYafhwv4eQGluCU9Ah/UAh0vflo3W3lkUBaIJZUqF3rE62Hvma0G6C2KwJghPFJ0RROE0FCd+X8S88j4oJlyA+a6MoAF/0/k607hqJ6KRgxKaEIrZNKAJDbdcI7l93BjuWSV2hQ6ekosdFn9l8LAuDWcDMDtamppdU/pKA9W3XDu2X/SUEU8WOnajYtAnVhw+LiJIJPj7CsTrqxhsaNYWUi77v6nWXRaSGc+64eSKy+SetD9wF3dk5GsX8uNEJ/4eDP4jomOL0reASNi88DKgScKLK9S7aMlWlUmQmMSIaq6eutugY8Q2pb+uuLalwmWDKPyh5qwTVFVsVSzI+PKdQMLkgwnRiJdNxIWgVWp/Cevqfp/Hb8d+E66356AWvXOk5VJc6x0tIplw/FiIs3vS1e7T/o+Iiwfljxsir6T8DPhXHjh1HzqD4DDvj1Aj2s/+1YcTpmcHPiILSX9/9AGVIQs7+02g3wHGCqehMSb1jdbKl0eGZsjOiG47F3cbwotE2rK0wjWQBcNevZiH/h8PYvSoDq+YcxPTnBsHXv/mn0NICOj0z5VSL8M6WQq4h/jzxJ97d9i4ua38ZXh72suF23+RkRN5wPTp89T1qwhJQgBQLh2p2pLXqGI7QKH9o63SortAIM8bi3EphzEh6JhehW4eGI8xM3by48UVckHwB3r/g/frnVVMqUjsUUkzbNepanZwsttDx48Vtmvx81GZmCUd1UVgdEQFVSEiDs9zM4et2Z+874YlwLtusHbPEwG7jxhsOBN59/e4mPU9H0y68HZ4f+rzF7Zllmfjx8I+iOUIRTAouwcvLfSsHmaoKqZYkMNjXYhXB6Mnpmix4aTXQqXxEgXgQXJNLzy/lCrUSEXEBIgXCeWhxgXEmF396gah8dGBmSVPt3HRhXZ0WBZwK6wVEeReZrKrp8m08CkImMJpRghxoVWqRBmqqKZ898DUSHXIqmkNGm/59daDJqBtzgkJ9gEKgQi+aHU0JIzlQIyTU8nlTZLJ9f0TSCAxpVS9ajGuawoJqwDhj7ommpZHsTRXSg8k73NJDiZ5VTCOZt3Pf0O0GsRnTu6sGR1eUoKwwVBRWD52c2uz9yj6hL6wOqEVwn95N+rcishTRyWoLetTtt6Po5wXotekNYOodqB44Dvl5GlFUXZhdIWYQcrNFQu1xRH37DtIWBonoD7vbGvLsMa9LYws6664GxQ/CF2O/QFPh/DNu/1Zoqrkxc6PoGjXGnUKpMeijdmevOw2jqs5VFMHkQjzh81CtDy74h1jvnpmwcALu1r6COr1gcgUUARmnJCGXesVw3LfqThwtOorPx3yOwQmDDY+79JdLMa64L/zUyU43h8xPK4DWSw2f2grEj6i/mLGY9bEBj4lWdGO42j955iA66K6UvI4KyxEc63ivKEYDNHrTzvCOiXbXJRRXF8M3KVwIpiof2wNLW0JpmbQgCI2xjEquP7NeDO+kEaOxYDImJlaNg8VAdg4cOrOtKEMSYMG+NVYvSuYF1A1R8vVXSN13Art73IldK0+h+4hEhEY3LwqbpY/mJA/paLOIecXJFVh7eq34HNCzSoaRJW7W8A4ORuzDDyFz5tPAj5/A/8dPMODttxB24wQU79iH7Bwtckv9UV2pEcfYL8AH/kFq+Pvp4PPHHNT98h1UoaFo/flnNsUSoT/U1E5TLbyOGFmio3tjfkfOhGJEpAt9/E0E3bbsbbhv5X1oE9oG3034zi37xs7LV4e/ahgdczbAz8ddve/CuY4imFyIB+glVGtUohPtuOY4du/+XHRCyG3BvJjwQ8zxI3UIQm25c2txZE5sOC48WFj2ktI9CoG5gaIAnSde83qXOpW0T7VONofM3ydNkA+sLTAxo7NlfEcjuu3529BFcwk06iBU5BY5RTAVnSowGB0GpAyyiOJwSjy9gxhal3l/+/sihfNIl2eAPUCVyjldfOW1fuJNHpZkeZEV5o+BsRZ2DOwC41gZuht36R4P7zWVqEaAiL5wOrwjKMzmSt4PoQ7QibGPPYrS8RMQUXgQhRGdsXlxGkbP6NosL61jW86I7yM1/NrR6uPo3k6DShZ9GwumxgifMkUMX83/9BNUHzkKv7aSKWbJFx+jbsUKxMbGQt06GajTCrfqurIyaLKzUadv9Eh8+y0E9DJ9raym06wMoebYD2ujP1wJ68/YDUf7BYoT48UZx39wcxeMCnK/rPkzfbHnCyHwHuz3oFv27efDP+O1za8JGwFr9h/nOopgciE+4WEQVbdupNInVExlX1u5AWt3HBIO1cY+Kv9M/wdfrVgAJm04+dwV7FjIrpdgJFXsg1/gBTZXfgsuW4AdhxZjZzoFk3P3qegknaHVCFZbj0qYwy4wmjAWrKmCBkGoyrN/8nxTKDwiXWQDNMXwNnNh5FiFzVmbhT+OsWBiISf9eoKDvDh9BOWF1Q5PGVZX1Brm1EW0t5zTxmGn3MzZnLkZX+//WkQpBg6+FNELFiA7bgD2rD7lMMFUqqNSqkHrqy622YJeWF0oRsjEBdXv+7KTy4R/FNvk5boNdWwsYh98AO3f/Rpb+z+BQ5uzhMjnXDR7UyoUSwvf3o7yMi3UNSUI3roOuPZ8q49l/RnTrOaO/PbASfbcNIWF8A6R1KLKz1fUCLKo2qKwms+vVSuR0gsePhxnM7bShYzuLJq0yOJ2T6CkugTfHfhOzNB0l2CqqqsSm/lAZVp/VNRWiEWrOyOH7kYRTC7EJzQYKHJfHRPrcqogpZLajBqCGN9uVsPCgW2TUHGqDN6JrZ2+T8WZJcgsCRKRiZ5jGjaEEzU6IVL6o0bj3HhdcQ7TkWEIMTs3UJQwvcWLv7HPDDusyLe6OWAlT0W+c7yOikWEyQuBPpbRP5p8Uiwlh5gW2j456EmxVaelYbZmHzQ+gSjKKke0jc6s5lCYKT1f3+oiBLUzHc3SEH3j+oqaMH71TUpFm/KdyMYAHNmSjV4XthadXS2BaafyYuniGTfI+n59sfcLEZ17pP8jJjVLLHRlKpEz5oyJmDYNMfN+QELmBmQmDMFfX+7D3/MOI6Z1MCITgxGTFIy4tmEIiw2wEFEUliu+PoCCM+Xw01ag164PEHr/DJv7T1NNedajMetPr8dnez5Dt6hueHTAow0eA+O0WuI770BbVYXKnbtQV1wsPndM4bGo2ic2zuasRGusSF+BXbm7RLrQ09r0ObeQNiTm6UJG6swd3V1Ndnk2citzRR2acQ0aF6639ri1wTpEZ3N56uUiGuxrNquTC5s7lt8h6uZ+uuwnnKsogsmF6MoYdXCfOi85UyzGDfioVXh05EM2V8Ry5KG2yvmdaHvnbwK8vBFZdgxJk00LbK3hHyoJpto65zqRlxbrnaGjTdOCcw7MwZHCI+gc2dmqMV+AqhoM9pflOifCVJJNYRKCYCvnVF4gGoKdSIEVq1AS2gZ5B047VjClSV1YgdX58ImLs+pYTUsBruyNrQUY+jceMdN6TD+k/bMVOXH9seKbA5j61IAWzUQrzJR8x/x1FVAV5QIBpv5QJCYgRnRVse7GGBqU8iJm/jp7eXsj5uGH0OnOu+FbV4HTbUeLqNGpA4Vik/EL8kFkQpDoROPA46pyDcr1HYr09uq5/QMEV2Qh5MILmv68qgtFPU5zpsmzpT9osHWPpKaw4cwGMRqFr6mxYGLE7rPdn4kU7CMDHoG7aM6xcQWs5ftgxweY3GEyXhj6guF2vtfu63ufW/fNVuMIzTQdSvY+wC+EnSs4m/DMd9S/FF15mVsFU95myfDNvyLHplhi/jruYBTg2x4lm3cA/ZzrhptxiDnKKLRuozbYCTy19inRhcYVP8PTxk7fFaV0uR6KGp1z37rl1WqpEy3RNLrAFmoO3jVO3cjRCNZF+PlKacyy/AqnCrnQSNvWC7agN1KId5kQdBwi23mM/ZGgxiirll6P+DFDLYbbktuX3S6iEe+Neg8Xtq6ff2dO+LTp6PTdFSiK7Y6C08Cu5afQd6z1WWb2kHUoV3wNLEiDKliKAprzcP+HxWYObQbMrQZkgkeORPCA/mi/eQHanf4TmqHjUJnYDWUB8SisDEDemUpUl2uQedRyCHFIgAYpW75CSNkpxD7+eIMDW4uqikTHaLA62KReiC3ob458U4g9d8HIEsVS75jeFmJu6YmlYvyHOwWTNRgdZj0fxRQFiztglIuR4Ag/58/CdBSDWw0Ww4ybLZyK0gF2PAfrI5h5h4GC48Bwy8+dJ+N2wfTRRx/hzTffRFZWFnr16oVZs2ZhYANDFefPn49nnnkGJ06cQIcOHfD6669jvN6/gyxYsACffPIJtm3bhoKCAuzYsQO9ezetZddZqKMjOSjNbeQe5cUjDMFq28XcPJlMq5O6bzRVzh0/UlOtQX5tmBAmbUd2NhRlLj6+WHz/QN8HLHxfcutycTmGQhsS5dSBuxVeUn1QRKpp27a1URDk9S2vixTF8+obwAIwOQ3kaMqrJDESGm9/dIiFnGsy1oh6tehQDU7XAVnpjhV0haelItrw+KAm1ZTIrzlTJxTJvkmJ6LRgLtSZflj5zUFs/+skuo9MbLbf0Zm9kiFqZF22oY7HEXDBkfjO28h44AFUbt0G9YqfoMZP4KuSHBGBdn+vFTP/zixaAW+dBt511VCVFkKdfRSaP1fyTSbEUtQMadSPLZ7f8Lx4X9Grih1pxs7y3NzJ6JTRYjOHKeHHBzwu/KvcxdK0pWI4MW0sjAdS51fmC+8oplndJZiu7Xqt2Kx9DtjdxzFC7uqgY+rtUOEh9Ijugd6xvRs0nW0QbR1wajNw+A/g8J9A7gFg1Exg5GPS/e1GsYMFZxtuFUw//PADHnroISFwBg0ahPfeew9jx47FoUOHRBeHOevXr8f06dPx6quv4pJLLsHcuXMxadIkbN++Hd27S0WR5eXlGDZsGKZOnYpbb70VngTD8O4kN0NflxOhQ59v+oiW2/XT15tEmzhMs255kahNd3bRd96ek8Lvie7ecSPOM7jc0oCRrtXmxYWc/ZQdkg8cAGqq6hzaem5MWU4pdF7ewo8qvJN9IWNGwliT4B3iBRQAFeVa53gweYWIov2ITpbpwPELxotBrbMvnm1wfya0aFh1apUwyrusYxh2HQDySn1FfQ9byh1B/n66QwfBa/Mq4GLL1CAL+Tkry9wR+ss9X+K97e+JgvkXz3tR3MaOro4JNdjyQy1KyyGMIvuPs6/t3xgaMaancXGgQlwzAjGM7tBRO0Btve7FJzoaKd9+K7lUb9kiRnZU7tsHvw4dRFo7XJODwk+fNvk3cilt6PhxwmCyMVjfRax1o3kqrMuxJghcCb2gmPpimstYMPGcwggnu3A9DUbmRv4gRUE5RqhJAsVBLE9fju8Pfo/bet5mIpjsoqoYOLpCEklH/uIMpvr76OhfKk1OEASEA+e5N/141gmmd955R4iaGTOkEyyF02+//Yb//e9/eOKJJywe//777+Piiy/Go49KRY4vvvgili1bhg8//FD8W3LdddIsNEag7KW6ulpsMiUlzmk51RaxYNc9q8KqghKcqYoSlgKx/WOgKdOITgjz1Ny0ztOwJOBbsNRC42TBlL/nOM0CEIQyePtJkQeeJMwdtGV4e01RGT7/frOoxaoprYRfmOMLJAsOS51o/tWFUMfad6WVaxEOFC/G6QKgstbxH63K0lrU6VSiUDf2fMvxEGU1ZSirLbM40TKyxK45phJjhtUgaOsBlAcl4PCmTPQ4v2kO07aEXGmVJITCYkxrvmQ4gsd4DI/5aBTz4tyK9euQvPM77O9yI7b+loaY1iFixIe9nWgleZVY8OY21GlVCCo/g8ShlgJT5oUNLwi37/v63Ce6qGTof/TUuqdEfc6nF31q9d9yfwJ69hSbjE7fwqktL0fIRRfBy89PpJt9IiPgE5+AwL594Neli13PZdYFs8Sx4TE2hm7aFMIUUiz8dgeMGvL1s2bi6m6GJw4XNWmMlBjDuiqmhT0R+bMgC2V3CKauUV3FwpTF3cakl6QLqwYuCm/sbhQVzT8mCaRDS4H0DYBxdx0jjB0uAjpeDKReCAScPSlIjxNMNTU1Im325JNPGm5TqVQYPXo0NmzYYPXf8HZGpIxhROqXXywnPzcFRqxeeKG++M5ZWCntcBl7566D1tsfQTX56DpxIpZXLxetotZQq1VANVNmzhVMhceZIoy36ERrCJ9gf3hpa6FTqVGRW+wUwSTPRAvyKre4qA2ZO0TctmjiImHCaE54cgSwrQblCBapPZUDI2BFGdKKLTjEG94+lm+mHy/9UTiRsz7CmD6xfcRGdGG1SCz4FoeDLsW2xUfQeWgrqH1bdsGrKK5BLXzpNonobk0TYEwzXZZ6mYXnVvCoUWj71Wxk5+9DflQ3LJm1C/7BasQkByMqMRjRySGIaxuKsBjTTjQh3vKr8OcX+1BRUoPgikz02jULQQ9KCyprsLaKhfzmRfOMQjBaYt4l1xheakkYBvbpg8BZpgOkm4O4cJq9jZhuuuWvW0TUcOHEhXAHd6+4WzhWvzb8NZN5d4wk0g+MWGuMcAX0rGqKb5Ur+Xrf12LQLlOCTBnKMA235ZotQjj5eLnn0sxILzdzOOrm6/1fi7o0IZiYZvtzJpB/xPSB0R0lgcQteRDg7faqH4fitmeTl5eHuro6xJl11PDngwcPWv03rHOy9nje3hIo2oyFGCNMycktX3mb48iLZ1PgReTAzjJRdNc+RQtfH1/E+Vh2MpGCqgJALQklpr2ciTRKAwiLNZpfp61FTkWOqHXhasYCbxV8NRWo9g1DeXYxIlIdH7Err2O0S4OwBNOalzptnYjgEGvREhI1oCu8f92BOq2PiHKEGz23lpK/X8r5qzNZ+G5ZwGxtTIa1i3mXAVE4eaIA5YjEtt9PYPCkhu0cGiPvpGQuxuG5gZ2sF3R/tPMjcfyYqjHuRrPZlePlhbiHH0L3q6/HsfaXIzNpOKrKLDvR6FDN9n06vzMiWl5SY4iMsm6o566PEJaahIDetk0YOReQqUyKD2PMO/g8CTrN0zfKntfcWch1aebpwrSSNEz5dYp4nddctcZNe+e5UKCzLm1QwiCL97z5HEiPIHsfEtL+wYyOUxEVqi9R8AuVxBI7EVPOAzqNAzqMAaJadi7xdP5d8q+Z+Pn5ic3ZuEswpS/fiRKfaKjqatDnxvoVjTVu/vNm9CtKQASuQE2Nc2uuyqp8wMBEWEJ9gSNTI5csvER0BW242jTSeNfyu0Sa5BHtY6hGGMoyJddrR1MhOhnLETdqkMVK/88pf4oLRYhviIU/Ez17xqSMQXhCOPJPlwn3ckcKpmIRYfJGsBUPpsZqcfKr8sUxZXdfzPVXo+ONT2NP11uw/c+T6DAwDlGtmt+9mbMvQ3wNrsqBj5XaQ/LNvm9QoakQPi/m7fu2COjdG9FXXwXvOXOQenQBykKTUdWuDyoTOqPYNx6FpT6inb8qzTRSyoBTePUZtN03D+GprZD8xedWO/eM/as8lY93fSwMDa/ucrWJv1aPmB74bfJvbt23Ty76BNWaalHjZQw70NgJxs1dsHia+8FIjXEEkl1yFHNMea28cqVb5rcxqsoOQznq63KY3q0qos+MtBVn6L8/LW3Fp4Grf6gXPwcWI3n1q3io7/XAkGek25IGAFd+DbQfBfg7xmD2bMBtgik6Ohre3t7IzpZCtzL8OT7e+qqJtzfl8Z6Gl7d7BNP+Pw+I1FeiXw6CUxKEKGE3HFNK5hb9XC3WsIuuBqipde7+luv0nWht6yNJrKtiesbaSkvO8fuopKGVpdnOqTUrPC69x4L8Td1ueXJtFdzK6r9hioTHlCHr5NoU5MMfp9cfQNuejnNMZhEzbSmCgy1fF0bm5h6YK14/jrsxjoDRK+fDnR9iSocpYhK5X7t26HhxT2Ru34286J5YM+cALn+0f7MvHmcOU7h6I9K/0ubvmN55uriIhXJlasShgkOigy8pOAnj29V3u8rEPfUkfNu2QeGc76BKS0PojjRgh3Sf1ssblck9oB4zERHjLkLl2tUo+/K/8CvPgbdWA1VwMJL+u6TBeWieDjtDWXjOAcHmhqTuxpYoYoH85ms2w53c8uct2J23Gx+M+sBiTIucLmQ3mtrLeqTYmVAsGc/INIZjjBiJvb3X7ZaF6RQ6dbUAh/bW6reQBEDtX19PlLMfCGkFJPWTbqutAv5+EyjNrBdDFEe1kj+ZOQ/GRmN7kB9mHv0VY6L0buPxPaQUmzoIqNNIaTZu3SxTd/923CaYfH190a9fP6xYsUJ0uhGtVit+vuce663bQ4YMEfc/8EB9uzmLvnn72YA7IkxMx2UW+nPKB9oPkNJXacVpeGfbO8J80Vww/XDJD9iXvwyrNzjXHFJTo0GVvjYkonP9hYC+N1uu3WJR5EpeHv6yeI+s27IQRRqg3EleRyW5FYAqEH55bBywzxWYkSVeKFhkWlKyCifRHWcOO3YOTkmJ1mZhNcUIZ2eRKzpcYXIfL2qswzG+uMXcdy+6Troa6yI6I/N4KdJ25qFdn6a3kjHCk6Vfw8Qn2+7keqCfqUWEzIGCA5i1Y5Yo0rUmmBgZirzmGrHVZuegcudOVO7YIW379iEofSeifYcgplsUig4C2tIz8AoIQGC/weI5qq2YaFpLkTAS0SGig0l66WDBQXyy6xNRE/b4wMfhDq7ufLXonnJn6u1shLV81mwsGGWdd8k88XobF1m7BbbeywXzFQXAho/wv4wfwU/5ddsWIKi2RhJFxgJJ3zVp4NaVQKJeHB1cAix7Fug1vV4wsZlirXResCAgEghLBEK5tRJfi3JWoaA8HdoII++zzhOg7TROahKCjpeScxa3puRYN3TDDTegf//+wnuJtgK0BZC75q6//nokJiaKomxy//33Y+TIkXj77bcxYcIEzJs3D1u3bsVnn31m+J30XkpPT8eZM1KnEy0KCKNQ7o5EqdwQYSo6fBqV6nB4aevQ/hLJ34q1QZx0Hhdo/WLiH8aVTZVTzSHLilj/4CVcx0MSLCMA1iIVsjdJUIgPUAiUlzjeiby6shY1KimNFmnWus9wPlf8bE0293AxHmGR3ucwdm4A8sr9UVlag4CQlreES0ND/UXxb3R7S2GjgkoU3jJdaO5wzO5C885DzqFr89QDyPn9JA6WtcY/C44iqUtEk/yO+NwWvb8TGp03AipykDje+gDZhuDUeEa+KFYag2M71GPHIHTsGPGztqIC1YcPwztaOh4hY8ciaOhQ0e4vF17bw41/3CguBsuuWGYiTFjXxFoTe/bNWdjqGGUR7n82/EdEYt85/x24g//t/Z94vzGiabXe0I3MGT9HiCbWehnDjj6XdBVqaoBSfbqLUZ2OY6VWei5YV78E3ZYvkNDtCgSM14sZLhDXvoXrIsPhpQP86VFkZdFYjxfA2j9GnGTCkqVC6whp0LKAkfoBtwIh8ZIwMhZIZqlU8mr5taID09yYl4uK65dej5TQFCy5fAnOVdwqmK666irk5ubi2WefFYXbNJj8448/DIXdFD7snJMZOnSo8F56+umn8dRTTwnjSnbIyR5M5NdffzUILjJt2jTx9bnnnsPzzz8PT4kwaTV1UPk4f4VzZsth8TVYUwD/KCnXTI+el4e9bPPfBESxnqUKtV7O834p2CfZPgSHqpqcCgqO8BeCqaLC8TVWRWmSM7S6tgxB7UxTILkVuXhz65uiBqch07v4CwYi5M/lKA1Nwb5lR9F/ctOn2VvrRNN4+cJLV4eo7paeRBRx7FZqCiEXjMLwoRqcfHYjSnIr8d1zG9G6SySikoLFFpMUIjrTrMEOwOWz9yM/owy+NSXodnA2ggZ/Y1PsUZBQyJm/1vR6abLfix5VYKCoc5LhTDRuTYEt+xxMTN8v8049RgxpGGk8nNpTqNJUiXq+ELXjzDib0+3FJhH6GhkLJtpbMNrJNPFL573kljohCskWF1BXFtGUDfANBMKS6oXQgV+B2gp91Idfq4DqEn3KSy+Qyhh2NTo/3fQX0FqqiXwoazmOxobgi6IjMFRJBkYCA2/DIxQzkW0lMcT951em3ChuGCFW6zdGQs2Pa/fJ0mYMr58TbESYrMAFQ0PRTF2DIu7fj9uLvpl+s5WCW716tcVtV155pdhsceONN4rNE1EZzcSqq6l1iWDKz+YKRI2IIPucpzktOyvzMPwxEhqVv/iAOOOEl7uFnZDh8C8wdXtlGoQjUDjby3gQKll9arW4v2sYV0ZRKK31d5oHU2BtEVQBpiswdnMximOtboPRJxbn8jFRycloqzqO3UjB9hWn0XV0KgJDWyY+c49InaABlbkI7CCZfDoCta8Kg9Ubsb6qLSoQgYMbTTtOI+IDEd8uTOw/O9EYVeI8tILMcuELRYuH3js/QOK4IVDbKPjOq8zDBfMvEGkQMV7BDRdQW7CQ31bxNFfZxu7arkaKKpaItBI34+NGgfKfoVKEyV2w/Zz7Zy4oWVD985GfxfesmXNHnZCBmgpOrJZcpYvTxdclmetRW1uOi2t0CKDYMQifSuCmP4FWehG+7Stg+fNA72uBSR/pn1wN8PPN9v1tpgMZ0aHYMvKqCglOQJi2Gv4j6y11hPgZ/yY8FZYa/DP9H/enMc91wXQuEdS3N5B+Unyvra4FAp1/sisVw0bz0Poy+4qPKUr2FGzDdRgpXLhrqzTwDXD8CY8t9xRMwSGm3UunSk+Jky1nZZkLJqZHfjn6C56I5u3JqFQFo7ZaA7Wf497GBWKIrC+C1ZLlgTEs+LYVxfl2/7f4dPenorj5qUFPodvkfkj7OR2lIa3xz/f7cNHtLeuIyd0vzdQJ1haJyEpTxx3wmNKUzvyYskYoKliDIZueR0FEJzGYtzystdgqVKGi04+bNXzqqtDx0PdIHDsYCf/5j82/z+gNocu3J4klT4dFycPmSR1866atM5mryIji5R0ud+PeAQ/20xcFm8EFxb197rVpveFwOKcscxcQFAO0loqpP978pkh7XZOfgzCtqSnqs22SUevthSG5pxFQZ1YTROEkw+GwNF/0MVrsMLrTdoQ+8hNQ/9U3SCq2pjgSaa8kICjaMgrEjtFLvrf5VORoLFOH7jCupDs6fbRop2EshBkdDnXTuBZPQhFMLsRL7WMSYXIFxZlSJ1lEYn3onhGcD7Z/gLFtx+K5Ic+ZPP7S9peiT2xfeO2VTFsry5wjmEpLpdBuWLRlGuSe3vcIR15zOOKAJ+HWcX1R9ns5NOogFBw6g7iejpt4XZTN7hFfhIY17WTFlT67WuT6oYiJl6LHvHuwXpeEwzsK0eVQIZI6NT+1k3WMQ1z9EBFQbbNLjwNu2Uk1d8JcCxH6e9rvqKitsBBMJPaJx+HfrSuCfvwRVbuXQXdCEjg16iCUhLZFcVg71KkDoNLUiDE20cP6odU1k+C/ew2KckqR8MLz8PK2vfJk0TQv+NaMUv85/Q8eWPWASBOz7sSTYA3M6dLTolzE2mgUV/kc2ZrB56mwcJ6jNexCWPaXSZEgQ5pLjvgY31YhpcjkaNHFrwIxejfqfQulYuceVxoE05eHf0B1sC8mFXohTB0q1fdQzIQn47zKQ9D6+MNnyn8App9EyksvfIKNancG3CJtxjBSdIM069IZjFswTnRFfjf+O/SMqXePdxXvbXsPuZW5wvHeE1PR7kYRTC6k5sA+XlrF93W1zjWFJOwoK84qE/nugGq2fksDa8try1FaWypWEuawGJx847cCpRovFB85hbCYphfzNkZZjVp07oUlhtk9IZ77Ju/fKc3XKFQHIXNXukMFU0mJJOTC45o2a+qWHreITYYCovPMO3Dy6YU4nTgCq7/ahatfHmGSlrUXzszLydPXGLS2vl/skiuqLrLqSs0TL+fz2WpLZ9Qn7LLLxMaxHtXH01C1fz8qt29H8ObNiD7+q8njI1RxiE8NB1InInzCxWLsR0NwpWwcHTH/21V1VWL/3QHr0p5b/5zw1Xp9xOsm950oPoErFl+BKP8orL7KsjzA2bBgmSlMCidzwcTW8yNFR8TXLlFdXB6NkGtZDBFDTbVUv8NoT+EJIGu3JHAueLrez2f7t8C6dyWTw7H6GsqacuDVZriB5x2pF0zRnaROsch6UXtVp6tQXZaF4EkPSGLJiFnwXOSonK0pDM6GnmRsdgjzNf28cmjxD4d+EGLY+Dx3rqEIJhdSXJEPIFF87+Xj/HB1+ek8aFkcqNMivGP9SenKTleKQs2GjOXURVmAOgFFB0+i9dCOjh8iq5LCu5Htm9e5GBunQmEJkF3g2Jx6mSaALWcm3lAyq9JXiYtrv7h+eHfUu43+roBevdCn1yLkZJahuCgY+9edRveRTffS2f7XSVRp/eCtqUTiIFM3ahmm2ziuxRrs8rK304vdZf6dOoot/HLJ7kOTnw9dVRXgo4Z3RDhURgJJ1ULDV5r3LZ281G21OOwIYvG0NUFHkcI0hLl3lKugGGH9j7XUFk1Ar1ws1XJuvXar8yNQTGsVnZAEUVE6SgqOYvjphfDVARvyNVDT58eoyLlQpUK1lxei+98MH1kwMUpUcEwqjpYxdGp5WUlzBRrdFiC5S7MoOjwZSDCKvnS6WNqMeHSANG/U0+C57+E1D4sGg5mDZ1p4LX077lvR6GTe3ecq/nOe9dQ6F2Mf7/pYLMgUwaTgErLKsw2CSefr/AtE4SHpxOSnKYM6qF4ciYuAjXw0u2+YivD31YjzX1mudYOzllCeVYg6nuB1WhMPJsK0Ef8+xVxDF9FOMybg0Ps7cTpDg7o6LbybEbkxp6q8BjUq6ThFdbUUNuWacuGJwwidvSQ9ch/aXvsCDiddig0/HUJodCASO0fYvb97/z6Njb9wSDHQ+vRKhA561urjeLw4YNcZ+ERJkcnmklGaIWojmGZlC7r5frtr3hiJCogSxdPWIjRtwtqIQldPhCIqJiBG1LowysSh2k2G/44RHqa8/EPrxQvrgQ4sAcJbA32lYebCC+iD+jq8Wm8VdK2TUAMdfNg+T7gAo39PeGuMqzuKcp0Gv/n6wRD/7XIpEN8TCIkzTXHNzJI6ws6B+jae25adXCa+p2AyJ5w1Ux4IFxRTO05FEGu1zmEUweRCNEZhVk1RCRDpXNFUdIIt8j4I9LLf4JERFNa7zPS+FdAko7zQsvi5pRQckDrj/GpL4Rtu2hY99+Bc4XbLtv0XhpoOROYK54vdX4jOpUf6PYqAQJXo1Dr69zF0GtVyr5yCo5IDI9vkg1OHWtx/ftL5WHjZQovZWWRr1lYsOrYIHSM64rqu19U3yoSHo9fEHshcdVLYDCyetQveahUiE4Kk1v3kYCSkhouBsrSd4Aq0tqpODI7NOFiAf37i3Dig30WtkFrUHd5hYc06STOkTlHgDgPE9NJ08dpxArq5YPKEC4G7i6dtkV2ejTkH5ohV/c09TDuzuJhYOepjIH0jcHKDNA2e0In594clESTEUIXt741qpDBtrjAolP7wPuDvN4B259cLJl4omdqiqApvjYiwZKwKiUNNSBy8RveSxJVRkbN63nD41JShNshoDI4wR7TilG/FD6gl8DPE/2ylKTliiea9b4x4Q4yYcSXcp5mDZoqFqbmNhSfDrsxn5LEo5zCKYHIhNIqURrcC1dl5QDvrbdiOoiSLBd+RCPI3rZfalLlJ1GewtoX1D8YYwv+0ISgGysocX2tVmJYjRmkEeVlGauS6KqsdNqwP1daImg5GaBILt+OoX29sXHAEqcPaCyHSEnIPSBG5IE0hVP6WJzN2JqX6Wk+JsbCaHXx0rDYWTCT6+mswaPE1SEucjIy6JFRXaJCbXio2ecy0j68K3j4q1FbXQVtn6nUSHwsMmtwJXl6dbe778aLj2Jq9Fa1DW1uMXdiWtQ23L79dCJafLvsJriY2IFbUlDAiYs2OgdEnXkiu6XKNy/fNY6ksQm76P5i9bzYSfIJw84k9QNFJ4MLn6tve0/4Gfn8E6HJZvWBixGbb16YeQI3iBWiMFkaMAvWbUf93ZB7YYxBEDGg1ZFXJobvu6PIimeWZGPvzWKvzKElWRRYyyjIMg7RdCRdb0zpL3oDW+O34b7HXuRUAAF80SURBVDhZclKUTLARwpXwszhp0SQR9aU5pbteP09GEUwuhMWjx/Tf15Q5v8i1pEDqqAoJM32ZlxxfIi7u9/e930IwsWuO3imHv12FVRuA0irHm1cWnSmVLAXMhBy5s/edYo4SvVzM4QDSiakThXAh/af2xMn5JShDKDbP24Uh17WsdT/vBEeZ+CLcv+lRNXaV8HjSCdcc1vmkfvcVOupNFY+/+B5O/7UJpcGJKAlpI7rQNAiApqa+/ZmDkoPLMhBVsA/tT6UB2pFAA51oFEsvbnwRFyRfYCGY2M7PGhdzB3BXkRqRiqcHP22zNuKNLW+Ii5s7BBN9hDLLMsV7KjFYSpcbR+aeX/+8KMB9ZdgrViOLzYZF0wXHJRHEImmT7aQYjhrp440bQ0IQqCsCjnwl/bue0+qFDA0OOeOrldH7noLmwmckY0NR+xNkVAsUaPZ9kN4Q0SwdFt8duPQ9y31uQsrMnRdbuYHA1vv9xfNeFAszZ6WwWwIXDxzizTS1qwUTSw3omear8lXEkg0UweRCjNd8NWVNmzjfHMoYwPECQmODLAqE+eGw1irNiyuJ6Z4MbDiDclWow2qEZIoLpFRAWIR1AcAPq7UPLNMnxsW5kRdfiJ4//wfbMBw71uUj9fxSxCQ33/m4RM2IXxFaTxpp9f7dubtxuPCwiNSYh/KZiuNmC++Q+v1KvGo8ItpEo2rfPlTsXILqvRmo9JfSGd511VDXlsNbWyv8loLOG4rYx2Y12LYvt+6PSh5lNcVAOwYWBnsi7E4b13ac24pct2RuwQOrH0CvmF4WtgZe8BKLC/Lc4Gfhy+inaH8vl76K1Jb+e6a45FQX2+Q7jQfi9CM4MrYCf78lCRy2w8t8MszU98eMVn5ReDgoBYhoA/RsI33Vu0WTpzJXojw+Hs/0v9402jP8YTgb1qUtTVsqUry0IvEkOG7n76v+NrFlMMYlo1FswFQch//y/c7h5+aMSBohullbhziu89deGAH+6dKfDHP4jCmqKsKo+aNEvdyO63aI2rlzEUUwuZC8StYUSRfO2grH1waZU67xE6374cmRFpPjuTVEZPd2UNWdEF12hQdPIbqbZeSkuZRUeAshF54Q0uIuoj7P3Ij0R39BbmQPrPl4A6a8fFGzzBGZCss6Tq8jILGv9ee6PH05vtr7lUi5taT2wb9TJ7EZ/nZ2Nqr27oWuVgMvfz9Rp8TNNznZ7plow5OGi80TacgtnmNmWEviLijMWZ8hPGfYBp+1R7qj7XCRFn6438NQr3oZ6tdaNzLbywyaGMqCiYNVDy8FEnrV38/jEdNZEkwUQtzC9eJIbClSBKgBVmesFl1+9/e73+Wz3FgD9MGOD9AlsotVwcQ5c2fKzojzjC2bEGfBi7mneghxUsF1S69DUnASlk5ZanG/O9PSXCzbimrxmGpozKd3cvduVpfB2Y8imFxIZhnHTkhRndoKafVz8PvVOLwhA10vbIfUiZaFxs1FW6dFlbckSMJT6fZtH+tPr8c/Z/4RK+6QunwUeyfg1IYjDhNMvHiW64KFYIqyMkSWIWmeVJha6h/f3+S+Y0XHsO70OuG4fVHKReI2v5QUDBoeit/31CK7QI3jW06j/cCkJvscrf9hn6gdCtAUIzTU+sWdEbnzk89Hh3DLAnOG+ItrisXzs7ZybAh1XJzY/q18s/8bYYjHdCrTvW6DESLhE5RGS3eREhvVfQpGTV1Vb4A4/0YgaSBwyzIh8m7sfiPw2/OmYondYL5ySsso5cWfxW2BkuiRoXC69H0gxOxzeJv+79pAePHo6qO+5lDMaaEVqX5Xw/c4GzNsDfD+88SfwkyVERNXC6bG2JmzUwwvZqQpObTpNh8tgWKD6We5rOBsgfYHy65YJtKcLnNw90AUweRCwv3CIE/qqqmoEQNoV66qgU7VCmeWFCGubw5Ckh1TCF56IgtavrHpwdTBtDajITiVmhc4tpAOjkxBcRlwen8eWlYdVA+7vzQqzsUCYs8zWnHr+Tvjb3GyZT2JuWDam7dXDPU8L/E8g2Aiybdfg5Tr3kBaxFCs/XYvwhPDEdkqyO5I0/qfDmHveskZMrViG7wDL7c5O4ubNXbk7MDNf92M9mHt8cukX+BJcEDqrB2zxBwoW7VEzq4p4ZgPp49F4aDU6lJpoy8Qa4TEJokjIZbMa+Po/pykf59FpdIYzFTskNv/NhqEGigNNG0KHJXRr+nzLRceWSjq0ka3Hm3V92tKxylwF50jO1t0sRozOXUyRiaNtGmW6kwOFRzCqlOrxDzKsW3GWtz/5d4vxQgo1mu6WjDRw81aIbonwIjg5qzNQgQPaTXE5D53ddh6GopgciF8w8mCiTPaVn+0ToglUuftjwM/bsDAhyc65G8VHJY6vvw1JfAJMO34unvF3eKkQv+ZoYmmUS1Ojp/RbYaIMCX11uLwOuB0aQhqq2uh9mv5yqIoW6rZCInyhzrEMuXA7hBGkKzVGbADjMNvWUNkDI0UB0zvgzO/FKAckZj34mb4+XshslUwIpNCEZ0YhJjWoYhKCoKP2lua11SrFfPsTu7Jx86VPFZe6Hx0Hvo+bzk6xB7EnDT+5yYvGVox/H78d1zf7XqLsD7rJn46/JMo/HaHYOI4FgpNa0XTmop8XPjLJajVarC0y10Ik72BzLeeU4EOepF8epsUCWLa6+Y/63/Z15ex1bHhnaHwiWgruUKzpijBqBMsvgdw33aTh+dU5KBa5YW4gHDHFn03oXjZz+fsGYsic1Xnq9z2txnZ+mjnR8K12ppgYoSYNZzuiMw1xmubXxOO2hwtc2evO136t1mj+cw/z6B/XH8LwaQgoQgmF2J8ws3JBTK1rUQEKN4rE1lIRNYJdo85huKTdBX3RZBXpdVxECw8ZDjfHH5Q5A+LJqYS61b8jiq/COz+dh363TKqxfuVtXKLeNsFCGdgS1gAzM2WKzQ3a0RPHI8Rq2ZiZ0Y08qJ6oLrKG5nHS8UmQy3j669CTbWWh90ILyRkb8KQ129HYL9+zXpevWN6Y9f1u9wmmNjdcqb8jNURIzQpvbv33W6bRxbg7Y8AI+NULHsOOLMDyD8G75IMFLZJhs7LC7W/P8SZH9Z/CdNasmBiPpfRIrOhqsJ8kW7QjAIFx+pFkV4Yyd8Hx5tEiBYdXYS/Vz8shPr4duMt/uy0JdPEbK35l84XURVXQuFLjyh5DIk5TCvxws+IwNmW4nEm7FSd0mGKTXf7+/reB09FHr5rbWyVs6FpJm1RbDWvfLPvG2Hrwro0c4fycwVFMLmQ6vD6N1lGmeTo2iY1AG1iE5C1ASipdNzLUR3JOp4chHewrF96e+Tbop2aEZuG8AkMQKf4UuwqjMCOvUC38lr4B7UsypSXLnlDhXhJQ4EdBYVKh3dfQtzixSj4fQHyj+ShTBUO3zsfR15GGbJ2nUKtOgjVlfUXWW9NFULKTiEmdwf6XNW/UbH02JrHsDtvNx4b8JiY5m3+993JXb3uEmlUa/VTvJje0esO5+4AL+pl2QC7GylWSNZe4KcZHKwH3L2x/rEnGLaUuvZ41BYU1kIdmojwlPaAX7C+LkjegqWvKUYrXs4Qu3m5JJCMufmvJu/2vvx9+OvkX1btIAgvDBQl1mwunE1jE+IfXv2weD9+MOoDjGrd8sVMU2AEhxdQWn3QTsMcdlpxo0h3tVDvG9dXbJ4IXb6ZDmT0y9rCkFGlGd1nNPi6OwvakZhbkhjzwY4PxGs6vu14RTApOJ/McMuV4sBpPaE5lQ5syEY5QsTAXM4Sainl1VIXQ1T3thb3NZS3F07T2lpodVrhJjzoqStw6p29KMiswPqfj+CC67u2aL/yC6VjEN3Kehs5u354gmVhYVNFiJdKhbCJE8XGZ11XUgLv0FDUlZbi9ONfoPjACVTXaOHr6wU/P2/4xUchoFdHhIy51a7IEqNynCQud4t4EgnBCWJzKByoWs1J8qVSWkx8X6b/vlTyEMo/qt+OSfcNewgY/Zz07wMigLzDWBYcjNN7vsSQxGFSF86QuyXHadYMRaUiNTCyaWMxKKCSBzjkKTJlQ7Fkq9V88eXOm0zfUkL8QoQLuDvEellNmZhnx/OENZ5c+6QQB08Petqt6TlPY0/uHtHYwtfNmmDy1NEo5JJ2lxiuC+cqimByIcU5HAlSX1Ca4JsnfINqxOo2GxqfAFScyUdwUtO6rKyRv/MIYwui66spLD6+GDPXzRSF1Z+M/gTqkGCMvKYTFr61AwfWZ6F9qi9Shlp3u26M2hoNiutCxHDbhD7WV/RTfp0inHrnTZgnzCDNu1vuXXmvKAifd8m8Rv8exZL4GhKC1v/9EI4YTEk3XGseKbydq27y1KCn4DHUaaDL3ofiUxtQU1OCKE0dvNnK3noI0Fmfgio5A/xwrfT9rSvr/+3304FjK+z/W4wuVRm93zgG47qF+OXIHPy9/T087xcuCabuk+EpsAiXmyey+Nhi4XfEzkxzg1nCz6e7uKfPPSI1Y2uAt2wayRSOq+FFvSHjxa/3fS1Ey8T2E0XNnyth1yC95MzPbWcDz7uzw9VDUASTC0nI1eKE/L3XGYy6WzJI9A0Lhl9tCarVoSg4mOEQwVRaVCs8mALNapgYQZp/eL440Y1pM8YiXC63jGo4k0re1/bhaF17EOnqzvj7mz24ZnB7MfesqRxfeQBalS/8qosQd5710C9XrcTWiZjO0GzLdQe20jZyYfX3B78XnWjuEEx/Hl2MupIMDNYFILI4A8g9JKI7IvKjrcUIfZ3QqpMZiGbtD039ZMHElBkLqXmRYWpNjljIPkB8LZgqEymyEOkrf+bkeH2USGzsLvMxKozm72l/AQZXn0ZoUJxNZ2UWqzNFzM5HDsNVkOBMR9posFnEmmByJ0zJNJSWoZv2y+e97BZ3eaYqaY3Cz6G1rlbOVaQBLSPGroadv+bdv8bsy9uHLVlbRIffyGTrBrrOgq72nBjAekdbdaTnOopgciExAdFCMFEsTf5Yv6LX44cqVCMUFXlNiwhZo7a8CpU+kiN2VFfT9BvTbWxVJvxAmgsmFr+un77epECdIf/h943CD7OOocQnDLvnbUTvq5vWRZGfloc1C04BKn8kqrPgHWg9Jbd66mpRuGzN+ZnRiV8m/uKRIWE6Vt/a41Zx3BoyamwxNEFkCix5YP1tC+/Au/lrcFrtgzlnshBZbbqq91IHgj18lMCanlcBFCUpRt2RTJ1N+14SQcaCafJngPdsaT5ZCzCfrWetNoKpTjrQu1owHS8+LhYJ8YHxVv2OZu+dLR7DWXiujgpw2DMd3G0VL3sy7mowIBTfPIdwxIc1WEg/uNVgYR7paVCwvL3tbdEN7GrBxM8g59h5YsmBp6AIJg/Bz1t6k1bkWw6kbSp5u46JaIGPphIh7Uyng/PDQFNInlCsRXF4wbfWPh3eqws6h63D3vL22LC6FMWFa5E0KFW07YfGBDQ4OqWitBqLX1uHWlUoQstPYeiDth2puSKl+LAG99edJng/H/4ZQb5BYgSJ+QUhUB3Ysu4bttPLHkKsBeJXOk+r/YG2I6THsHboDX1N2mNpAGt/SEAk+lVVIVHrj6i4XkB0V6kwOroTENMRCE3CZuhsjzNgVEiONjlxirwtWABLryh3dHrdvfxuMYj123HfCksNc/4+/bdY8Q9tNdTlgqmx2h++H7dkb8HYlLEuL/qed3AedNBhTMoYj4sKvjfqPRGJjvCz7vbN6A03d5Beki4ic3Qit5Y25Pnt0naXok+co5zv7Ie+VCyH4GgZa0xfMh1Hi47i8zGfW/2snAsogsmF1OhbRentYp5nD+3SDrmHqoDWLV9N5h6gr5APglFiUUDOC/v7F7zfrN87+NGJyH7kZ+QGd8LePbXYu0fyvPGCFmFBdYhrF464bq3grfZGdUUtSjPyxaDdzFPV0HiFwq+6EOPv7o2wvs0fK+IuxCDWDVIO/5/p/zS8gmaUZsccSfj0vb4+tcXbDizRiyK9OGIhNb9asQMQpAyrF0z8PWGsn9J3pMmCadgDeHn4Q0CQ7fEY7hxk0FjEzR3eUDKMVlKI2+pKujz1ciGWPDHKsydvj5huTwd6Vwumj3d9LERu39i+VgUTB8huPLNR+LldmHKhS/eNCy5biy53M+OPGcipzBE1mNYaDbh44OYOOPCXmy2qtdWoqqsylE2ciyiCyYVIOXOeXCSvDeNITlCraOBQBqrrWn5pK0gvZAIQoYFND61ycvuCowtEnRANB43xi4/FpDcvx6635uFUei3KfGNQHhgHrbcfispVKNpTjkN7WGxujg8CKnNx/qBaRA22dPc2ri2gCy+HQLK11pyK2gr8lvab6CR0decNfVFYfMvuoKDKEiB9C5CzH8g5IH2NbIfyibPE43iy9v79UUkEcQirLJhYU8SZYg3B9wQjLX4hkqdQlFlE7d6tgLmRodzG74HweAz8bqA4JksmL3FLu3RDLJy4sMH73TVYVu5Wbcgsk9EdiiVb3mTOhPVm/LzammHHBo2v9n0lUpmuFkyNQf8q1jCx+JqCzpWvKf+jwa0nmmY2xvvnvy8WPk0d/fRvQhFMLkQ2oGOthPk8Hq/sdHpWo3jbHmBSy9JORXlSJCsipum1Plz9fLLrE9GJZi6YiG9CPAa8/QD684R+6hQqDxxEwZ6DyDmQjdwcDcqCExE87Dz4+vugeukvCNSWILZtONpMG4KQ889v9ET27f5vhRGfNcFEP5z/bPiPiMy5RDAxJZZ7EMjeh+CcA5iVc0wSRxutpGYqCjBs3jAhhDlzKb7zBGFKCuO6mC6XSeaJFENcAQtRFGz0c7ClGDKnma7Pn+/+XEQ2r+96vUvHQZTWloqxKIXVhVbr0hSsU1ZbhqHfDxWRzHXT1lmt26NLv7lTv6toLCpII9cbut7gcjHHRRWFGgUJxZq1yOaGMxvw7PpnhUnjf0f/12X7xn1ZOXWlOEewOcST4EJw6YmlYrHKhaE1kl08RsYTUQSTC4kNjAVjTCG+oRYfZJ8qOlKHoTKv5W7fhVWcewVEt4+2OquNooOdGq8Nf83ifn5geKJpbAXE/fdt3VpsYWPHCN8jXW0tNPn5UMfrZw7d3LSaD3qQUCj5e1sXekydsH6Iq+7GWoebRG2V1CEmd3jt/hFY/gJQkmH98Xwsu8JiuwCx3aSvcd2g/mN6vUvvFV9a/jvOLJPnljmQI4VHcOfyO0W04bMxn1l9DNuoT5ScEJ2Rrjzx0W9m1dRVIhphq2OKNhZM3zw28DGroyzcCbsfKV4oXFyZ5qFzO+HCyhObHBrDXWIuqyJLLPhC1CGY1nma1ccwKsYGg8aMe51FQ52DjMxxdBXHQ9Fd3lUcKToirgtsMrAlmBQUweRS/PThdR8vy8PuHyYV2FZrWiYCys7ko0It1bYkjexucT/rDpgaZFGkNfhBbW5NiZdaXS+WmgGjWg/1e8jm/SwK/uCCD6zfqanR1wQVA1Ul+u/1X8XP+o12CRe/Uv/vFtwO7PlR6hLrdLF0Gy9QslgKTQLiupqKo+iOUjG2GX9f9be4wNksrnbixZWvaUMX9Cs6XiEu/DwhuhKKWl6gbKVuZLNSRjbZ3eRKDuQfwOd7PhezCW/vdbvVx3DYM2d70YH5rt53uWzfWJS88eqNNj+ncjSF/l+MWDd0fB2NHCFxt7u9NRjFpD8Uaw5tMTxpuNg8ER5Xfg6Cq13bAMGOQjYDsRjdFluytogZpD1jeortXEQRTG6gXFMmLhLGF7iACKYrNKjRtuwlObRgE+UXgmvyEJxomWtmhOb7Cd+7fJCoQ9rpN3wIdL4ESNSPPTiwGFjyoL5ousq+38NQ+NiX61vnWZjN1Bnri2TB1GYYcNOfkjjyDzN4BbH9fWTVSDyZYP1k4a5IAE9efE0bGt9hLb3qKTzY70EhSCjWXQkjbnSjLqwqtCmYGNVkzQnriTzN64hC7p1t74iuqleGGy0CXGCo+cqmV4RXD81cbSGirdpam55qzoCeVR5lHGvEL0d/wcbMjaL2zHy0kgybCxZNXCSac1wJO0Abawb6Pe13McSbCwdFMCk4nQqOg0CYWOlz5WgsmAKj+H0hatB8/5K0pVuxeZdKtES1SbR+8WShI7fG4MnO1aZzXDGrvXygLssSdUNIvQjw1u/D0seAPfOBmC71gomTyMpzTX8JLzBiCKu+aNrk+zDpe7bwy7/3wueA8W8BIUaRMXaftR5sdSyKq6Mg9sCLavdoy2iiJ7A1ayv25u1Fj5geNh213dXizbQML6622s8J56Qx6umJ0RRhAaLydfnnlGkvdks1lBLnvDS68veM7onvJnzn0v3zVDZnbhZdje3D2tsUTFx02TJ4dTc9onuIWifu/7mKIphcCOs4AOnCbL7qCojlDKFC1KqaF6WoKKnGsoU50Hr7I7YuA0Mfm9Ks38MQ/6gfR4mV4Y7rdjj3ZMyWenaZZe8V26ycfzBHVY7bCotxb1ExcPdmyU+IxPcEzuzElYe/RO6Bj/D1uK+RwkjQHevqhREFqCyE7IU+RXYwMXWiGOgZ5BPUoDcNjd84KT01onnjY5wFBTDrcfh6ujIStiZjDWbvm41ru1zrcSNI6NzekHs7cYdTNeFKPrciV3SY2Zoef3Xnq3FNl2tcvm+39bgNl7S9pMHHyLYblXU27DKcBM9f7MRsSOBy4cNZdxSbX4z9wmX7RsNM+iwNShgET4L1oDxuDaXjyOQOk8V2LqMIJjfUMAX7BFnUHATGSUMXtd6+qCkph2+ofdOgi9OysOu79ThZGSfEVnhQLSY+cznUIUE2V36M5PDiFRcUZ3E/L6Zy+oEXWIeYCbI7sPCEXhjtq/9akCZ5CunJj4kCgoMQyZvieki1RzIc2HrefSj48ULkV+WL5wBe7AJcM6wy0j9SbI2FrHfk7ED/uP4uFUx/nvhTtCvz79qqZWFhNffv0f6PunR+Fr1mmLppqFuKLd6sJ2IRrjta5D0Rpr2252wXx8SWYHJX1Is1eo01DvC9aKu7z5ldyBN/mShMeb8Z9400t9CGQODn1JWpQjIgfoDYGlvYLDiyQJx7WYtlzX3e0bDh4o7ld2BwwmB8etGnHhlN9RQUweRCkgeMQvqvGYjuadkp5R8dBi9tHXQqb5RnFgjBdHLzCRz/bTPajeiIlAstnVV3f7UcG/6phsaHoqEafoE+GHP/APiG2y7+ZZHr7tzdeO/896wKJq662BbPk4lF/QQLqzlcVWxF+q0YSB4EhOkNz05uADZ/BkR3AEbpawmYipzVV6oVMic4XnSYIb47Xo/thqciU+DNouoAM3GiL6T+8MIPRSqgsciAO5CFgavbb9kVRAfe/174X5vFrPLFgRcTV3Jx24vF1hAr01eKwcUsTHelYGK6kEZ9tLGwdZHYl79PiJfkkGSXRnM4A401XV0iPWuGnL3wQh/m3Xjq35HQuoIRQS4e2oRZd6uWO4HfOf8dj7S5YL2cPLqKHmAR3g1HfRzB3vy94iujX42JpVptrajnvKz9ZeeksFIEkwtRBUgfUC//AAv3Yzpyq+sqUaMKRtGxLOzcUob96zLZBIsDP+ZidNE/6DjlPPHYqoISLPvPEqRXxYvBqKE12eg2NA5dpw+Bf5C60ZUfOzHiKVTMqdPAa81riGc0SBZG9CKSv7d1sb3iq3rBRAfqfQuA1kPqBZNvIBDbVWrHj+suxJEQSfzeyJ2aR6OxeJE7hpDytfpm/zfi4krvFlsF81wRugO6LdNotKHahycGPiHqdcz9vzwBjmI4L/E8l9ZGMAUx40/J64uREFt1fadKTuG7A9+Jz40rBRPTN9waIqM0A1/t/UoUCD/c/2GX7BftKehjdHP3mz0u7cwI8O+TfxeRuYac+Bn1ovGmq2A0nEXyN3a7sdFjxugdi8IpOB1mm9IIt/W8DaNTRjdqKqvTR/BOlZ4Snx8eQzq+09/tk4s+wbmAIphcSNXBg8Kc8sDWPxEyoVhcJIzxRRVqEIzff6UXk+THpPauQ22dN1YvLURU5xMoyyrEirlpqFTHi4hNl8hsjHh2CnwC/O3uSBJwYn3eEaDwJNBhtHQbJ9jvXQAUHGv4l/Di4q/fmBJj/ZBMQi/g4teBCLMIEGuNztIVCVOAbC/n6m/rtVvhaTwz5JlGH+OODj6eVJn+aKw2wp4olKNhyoMFyWy+aKgJIjU8VQxVZoTJ02ADwo+HfxT+bq4QTLxg0gCV3YW0Ymjo4k+RwEUG2/tZOO8quJhhasmTWHh0IRYdW4RdubuwaNKiRoXQ2+e/DVdDD7fG8PLyEqOC2C1co62Bn4+f6PxjRI+mw+xQ/LejCCYXkpl9FEBH+NdohWu1OYkxGhzS264EaIox5qHhiE0OxI8PLEKxOg7zPjgqRWnU4fCvLcKoy+LQbqKdq97SLKn1PkIfqqaD9cdDpDEcT6RLKS9GgrpehgXlJ5DjG4CJ8UOQEN6mXhyJLrPQhqfXR7YFBt9heXsjYulE8QlRHMxOjCkdpzTYacKiTaZuGgq7OxIaUTLdVllb2aAdAy8oPJG4e1q7p/D9we/x353/xXVdr8OjAx6FJ8F09Jzxc8R7qSEoCu6LaMFQ5SZCnzSmAJmebMhSgDCVeFevu4ThqyvgBfP1Ea+LiNuVna5sNHXDNCthG7qzI5tnys40yZaCNUw8BzM66+wWfrqeT2g3AQPjB7osamQPdSwBga5JjQ239rxVbDKP9H9E1Ip52gBmZ6EIJhdSywiO3r13ZPJIi/uHP3EpfN/7TUQyBtx7MfyjpJXvhEeGYMmbG1DiK9UcJXpl4KIXxyGolY2ZPkyfndkBnN4OnN4mfV9yGtoeU6Ga8rn0GHafBcVIjtUV+fXzyEY/j29+mYRjOdvQp/eNSHBRRwfz6D8f+RlpxWkNCiaOTlmdsRrPD3neZYIpITgBb4x4o9HHvbHlDcw5MAe39LjFZatqrlq7R3Vv1CyTj2OtEFeS7PhzBZx8zhNy58jO8EQoABoaNuoOKEY+2/0Z1p1eJ6bCNwQvUnf2vhOutmJ4edjLjT6O9UEUfXTtl0dCOQsWSk/+dbKIetHY1h7bFFoeMAJKzyNnt/HT48jaVAV3szV7Kx5c/SDGtx3fbLPi613YQOIJKILJhUQFxIjRKGG+YVYjEH7hIRjxvKWdf0SXNrj6owQcnLcGfqEBaHf5taLmyTDWI2sPcEYvjiiS8q0MwPVS4bPK4/j+h5GixVusEh4+zOIpi4cyn92nqo9LB0QyYnR7z9sbXVXz5KOF1iMHQMppL6Z7XEF6STquX3q9KICfO35ugx2NdOj9397/CTdfVwmmF4a+IOq6mNZqbLX/7D/PCvHy8eiPnb5f27K3CeM9e6IevNizUJ6ppcZSi46Ax4o1XVM7TcXZDGtwnhvynEv+FkcDMVp0rPiYqOWz9ziLBggPrBJ4ePXD2JS1Cf8Z+h+bfk2OgM7dNFAWHccKdqEIJhcSoJ+Rpm6qVxCLAQP80G3GmPobWIO05QtgxQuSW7U54SmSwWNiP6BVX1FbtG/dkyjIWF0fgrYilsg9fe6Bq+FYFHv+7h29rKT7nMi+vH0iDUcH3sZgrQuLYV1VL3SsSLpA8Ng1Zv/AKA9TY7Za1J2FPdElRghYF+OKrhum4Gb8MUOk5OxxVM4oy8D4BeNFl+HmazY7ff+Y+mXRr73HgnVMvODRTsKZnlErTq7A8eLjYtafu2awNdQIsnrqauGBZu9YotkXz4YroF1GqF8oWgW1svs1pZBj9IubM7m5x81ibpyt2Z32UFpTiuUnl4sB21d2bDhN+29AEUxugKuh9afXt2w45favgaX6upDAaEkYGQRSH5PuM5l3R70rhju6KpV1tsPowqubXxXprFeGvSLafBvC1eMMRrUehWUJy+w6sbpy/hPf3zwJ23vxoqjiBcwVw22Z8uUFjCLTntdLbj1nHRtrPlwxJ7Apf2P0/NHiArt08lKnpheXpy/HkuNLhLhtShqQj3eFASjTk55YR/Ps+mdxsOAg3hv1Hi5sfaFd/+axAY+JIn5nF1FzEdDSCQFF1UXiOfJ3KYJJwaFIHjhhKKkpxfzD88W4CLbp8qTcWAuxBb2vBnZ8C/ScBgy4xWa0yBietPrHW3pAuROmr97c8qZIQdgymnMXHP9AzxZe/D2t80aGF31XCzV7fKF+Pvwz7u5zt12t+BRKrnIBH5Y4TAxJtnf1zjTc+unrRarY2QW7jH7FB8Y3STDxQkUx5+w0MAuWmZZsyvnj5j9vxuaszXh/1PtOTS158oKLg9Z53m1KZPdsWtCG+YWJbu9QdajoiPWkonZnoAgmF0+Vl0aj6ESKh6F+KnR7CorF8NmNHwMjH5fGf/j4ATcvt0soUaixZsreN/NLG18S7aJ3974bM7pLXjXOdKlma/Q/Z/7Bb5f/1ujF4oeDP+Dr/V8LDxCDRYKT4MWIUTkOZ7WnfoUpiz/S/hB+MNM6W9aiOZLmRDt4QmP6xiHu7Q1As8fS2tJGfV3cBT8H9tYj8bGuiHzx9Zy8aLIokv/5sp/ttjFYfuVyl3hr2eMLZY68X0zbOAsKRQ4gTgpOwtVdrrY7ksXi+r9O/CUMGBtqMmkJTMF9f8n3QtC6a8ROQx5ef5z4Ax3CO1htQLKXUN9QfDL63PBgIp71Kv7LkVvSg9TBuL73XcIMj66ujbr5cljsV+OB3AOSrcCoJ6Xb7RBL5NNdn2LlqZViLIYtJ2jzlRFXk65whWY9BE9a7L6xRwCwbZ/GaZllNPV0DfZeXHkSopEbx4E4UzDx9Rn902gR/eLqnV18jcH6jksXXipqntZfvR7O5POLPsfBwoPiImYvq9JXiXqcMW3GuHxkhSdwpvyMeG9TZCQENf56yniiEanMS8NeEia5zhSctBOgfQUjgKzRsxeeP2hw6Yo0dVPHm9BihR1s/Hy3RMw01pX8/vb3heWBs/7GvxFFMLmQ2IBYZAhVLp1ABiYMxOLLFzf+Dykkhj8MrH4V6Dy+yX93RfoKUVRbrrH0frJVWM2CQFd0BbE7rinjMBhZYt6dZn3OXvGTpkRxGBWY2nGq04timbphtJLRSXvrNnhBYfSCkR9n1+Lwd1M0NoXH1z4uBDrfC846fowAvrzxZVEz1RRfqB8P/Sj+LYcq21P83xz43tl6zVbDeA9PglFJvqZN9RazNdfQkTAdfVP3m8R7uilNA/RFoljiOBBPg12jL2x4QUwVcJaYoRi7pN0lHjliypPxrE/mOQJ9loyhtfz+/P0iH2wQD/RSKs6QRoiQnlcCXS4F1E3vaPhy7JfYk7sHg1vZV4fjiS37MiyEdIWjLFvP71l5j+gisStlCqBtWFu7XLdbCguW/5zypxDBDRlpGsM04aqpq0QI3RWFy01lUPwg1Opqndopl1aUJmpqrJnGNsRvx38T0Qh+Np0lmAhfl6aKjGUnl4nhqYwc873qDOYdmod3t72Lqzpd1Wy/HmfBc0FzUvPsrHP2mKXZe2eL8whTmU2p4ZJHMPWN6+u0fWPNoKPqBu9cfqfoBqRDuatqEd2FIpg8gKVpS8XoDbbsCsHEkSXfTweqS4HbVgOh+hB9M8QSYTTmwhT7OjRcCYUiQ/ae2N3COhxGPOQuH0+CooKuxk1xNmYtjitW/Oz+3JazTRQJD2qC6emsC2fB2dDDi92OTY2U0NiPFy/6I3ka27O3ixpA1qU5SzBll2cb6lWaAi+iNOBk9MzVo288AYpsmuyaj8BqjAHxA8R2tlBSXSLGR/Hrvx1FMLmQLC8WP4ajwMe0o4WFd0wTMHKAw38BP98M8M0XmgRUFtQLJhfBWpzVp1aLkzCnpjuLL/d8ibkH5wrDSnu9n5geYIE4a6wYUnYWNFwckTRCCLqmwn1jbcm/vWPEGmtPrxVu5zV1NU0STK6KRjRmDWGNqzpfBWfzxZ4vxFgUft6a0lHFizE/p85c2XNwc3P8zw4VHhJzx85rdZ7TBBNT04zMN7WWi59RmrmyIL2pgsZemCpkV6andSYTfj7tjU43xnNDnxMNJZ44b9HRKILJhRQlhwNpQHac6QqXfkzCk2nLl8D3V4mhumg9BJj6LRDcsvTYoqOLRDEpQ7z2prJYIPz6lteFiHOmYMqtzBXpyabUrLBu56HVD8FX5etUwUTzyebUNwydO1TUCf015S+7irGbw0+HfxJfRyaNbFL6dOGRhSKNN7H9RKeNg+DFgSfjs2mF7ClR5sOFhzEkYUiTBBMvyNycHdFsTj0j05c8fzTa1NICaF3A9/QXY75o0nuOw2Kv+f0a0WCw6epNTkkF947tLbaWNng4et9Y7zV47mCE+4Vj/qXzWxzh7+hiM1x3oggmF9LWLwH7UIZ2AYmmd3DW0qpXgL/1tTJ9rwfGvw34tHwFwIG2R4uOitZPewUTL/Tj2oxDcqhzVwzvnP+OWOk1BaYFmLZk5w3TZZ5WICtWbbWSA3MCnCOYPt39qTjhfzvu2yYJJlpFME3AonlnCSaa89lr0GcebeT+0fzOWfOp1p9ZL4pd6XPTnIgEo5vOaoSgXxWd251ZI+VqWPj/4nkvOu33U0wwwsToBv2rmlqmwPMhv3JB6WnDsm9YeoMQ0DR0dbQ/HReqHI5MuxSKJgX78ayrzb8c38On2KQOv2Nn6m+s0wC/PQhs/0b6+fwnJa8lB60qWAzKWpemmKFxQOsbI+0rdG4pTT1RMf3wzTj9sXISPJl8vvtzkSId3258ky6uP176ozAibWwmXksuEpwHl16a3uQQ+KjkUaKOxxND5yzEZqSAo0icAcX13cvvFiMcll2xrEmNA78f/1108dG8tLGBuM1lcofJzf63rLXLq8hzygInvzJfWGW0DmntcYNWGXlZO22tEE1NnXvJyBLfB86C6VXOuONnrSm1hjIVmgqU1ZYhuyLb4YIpLjAOa69aK363IxpAjhQeETWffK5K0beC86BY+uUOYM98PBUThV2RiXih82j0d2AI9qF+Dznsd50rMHrDiwTFXFNrXpxtd8CLxJOD9D5cTeTG7jfCmTAVR+HDVWtT0wj04hrSaojTxBwjfozesNGgqa+RHFViOtgT36sX/XSRiLRuu3abw+vmmJ7/4dAPYvHQXMHE6BxrAZ0RDebzdfZnrjmwO46lA71iemHO+DlN/vfPDn7WMMLH0fCzGe4fLjZHsOrUKszaMUuIfkUwKTiMKo2UftJoa03EElQ+yE7ojvTSNKH6PQWGuokzipd35+4WbrvM8bPA2pPgyf2KjleIqMS5WLjdktd0xp8z0CmiE366TKqzshdGQJ05EoK2Coz+NQdeBNZNW+c053KmRigqmC5s6oqfnY98v1Lc8/c4uuOUv59DpZubspq6eCoOFBzAV2O/8sjiZ2fBSDC7Kmk10hw4NutsoW1YW1E4nxqein87imByIXkVuWI0Cle7WHSXQSzhytl4MKatsPl3pJEaV/xMJzWnaPDKxVeK2qcfL/nRKXUVbDn+Pe13EXpuqmB6ffPrYlVzf9/7xXR3R8MQ+nNDnmvWv+VwY3bx8eRBmwhHI49ZaG4hKAs+aWDqjIu/LPYpTv5NsC7NUR1F1lhwZAHe2/6eiLK9POzlJv1bvheYlqKDuzMKl9mQcV/f+5r97yMDIg1mq/3hWMFEf6w9eXtEqrk5HZkcy/Tt/m+FBUZLnqM16FjPzRNZfGyxqGMakTgCqREtFzkXpVwktnMBRTC5EDkk7U0X6d0/SGLpiq+EIWXLZkZb5397/yeKaTkyoKknhDpdnYiw5FbkOkUwMbLEdGFz8vscnMoTMMcieBq7cneJ4bP07nGGYPpw54diFMQtPW7BbT1va9K/3ZK1Bbf+daso+F5w2QKH7xvdk1nwzdqL5tSN0cMppzIHk1Mne6S5prNgGpNDWpsyEsUYV8y6ay7PDX4OQb5BThHof2f8LRZdTMk1RzCxiJ+fV3bEehrcNwo6jsy5q9ddDhXD7JzelLVJRDQdIZjOJRTB5ELiguKRmQ+E0UAwdTTQ40qg62VO9VOqqqtq1gnhrZFvieJlZ5kdspCxucWMrMW5stOVTrP1Z6SvuSdRdgax06sp416aAoUii3z9vZu+f6wtohAuqnJeLQ6PW3OOnQoqUfPBjqXB8YMdXsDMkShpJWkivdSciysHlW7K3CS6RznSyJFwMcNB1xSNnlgjxYhhcyNszrLWIFyQxAXFoW9s8xyxWcT/5og3PbItngLpPxv/Ixatjh5hwnEr0YHRLu/IrNbUwc+nfiFUVq1BsN/ZJUHOrr0926F9AOFq4ZqfTDrheGJip0GIOsRhJ2SmlRiF4LylpsJOOU/F2Se4GX/MwMnSk3jv/Pea/FqwTsOZtRp0qr6n9z3NiiqwRmjp5KXNiuo5G0aUWAdBXy52sjljPheNFK/v2rzC5X9O/yNsDzgP0tGCSX7+zY2q0Y5g7oG5ovPrkQGPOHS/rvntGpG++eGSH5w+SqSpcNxIU0aOWBNzzhB0rF+ixxM7914474Vmpaj5WtIvjd22ji6Wb8qQYnvIq8zDTX/eJBZys4b9iOO5VThTVInTRZXILKrCmeJK8XNBeQ0OvHixQTSVK4JJwS6ok8xCrJxxNXPdTAxtNdRhJ2ROyXb2INjmwtl5TEE0p6PK2TCKQwdgOgh7GlzpN7c4mvVsnFPlLJ5f/7zwheIJuTkpmA8u+ADO4tkhzyKtOA1do7o269+zToYpDE9zLyd8r3I8Ci/QD/d/2GGfJ9H1qCkXQ5ubmy6UDVM5IuWu3nd55LBbZ9TysbaKxfhcADeX54c+D0+guKIWhRU1IiKUW1otCSEhgiRhNPum/qL7lO+X91dvwdKdtiOlWcVVSImSLFf81Wdf2l0RTC4kr/AYyyBRWmbZCccTEqdne0pkhxGvlekrxcnX0V1szM9ftUQaN7F++vomR0vkehf69jBi4GjB9ceUP0R9VEvEJtNeFDfNie6djbCu7OcjP4vvZ3SbAU+Dny1u7opm2CKzLFO46lNI3Nvn3mb9DkZ+OBiXo3wobsyHezcXvn83TN8g5oS1ZPHAdCZNQ5mCd5Rg4vuNs8sYLW1JvRtTXmtOrcGGzA2YOWimQ84lXAR+etGnQkRw0doSqmrrRCSmSqNFdW0daut0qK3TQqPVoU6rRd/WEYZ93p1RJAQMH6PRaqWvddLj+P01g1ujRlshIlZLduZh4/ECVNRoUF5Th4pq/Vf+XF2HZQ+OQESQlIZ948+D+G5Tus19zC2pFceOxfOLt5cjtzALgaHpaBOegtTIBLQKC0BCuD8SwwMQFlB/PIy/P1tQBJMLYW0MqdXVWdxHW//vxn/nUMEz7+A8cYJqzvwsRlle3fyq8AFxtGCiqRtTG9Xa6mYXrD6w6gGRumEdQ1NMCO2BIqclxZCc3s0VNesjHDlD61TpKbFaZ+1Bc7sDjxYexcKjC8VJ/daetzps33jS5tR4hudbKhLZRcqVuadFHp0Bo14r0leIr80VTGz5f3rw03AGfA1aWsc4teNU9IjuIRohHAUXc8+uf1akcTnFoCUF9zQlpa3D0IShuCClXhQXltegSlMnRIcsUjR6MUJR2iOpXkRuPVGAvLIacV91rRaVtYmoqo3HR6eOivvvHlV/Ppm14gh2ny4WYkjatNJXTR20WuCfJ+r34Z6527Hy+G6ow7egOnuCqPYz5vBL4+DrI31OvlyXhkU7bTfCTOmbhO+PfIf/7vwv2qovxq7dI20flxqNQTAF+/uI1FmArzdigv3QKjwArcL99V8DEB6kxqVR0jXmluHc2uGOZd9gTcEB3DlyHhKC4/BvQRFMLiQiJBF5VUCwC1I9tNX/cu+XwhOnOYKJkS6mISi4HD3PiGmhFVNXNLvIlaklOpjzQsEVoqfRKqiV8G9ytKcWrRg+3/O5iJQ0VzCx6+ab/d8Ig0hHCiam4DhstKW+X9f9fp1IZyycuNBh0QgOWc0szxSfhZbWrPA14GJkVOtRDtk3plc53NbTRnM4kgtTLhRbUyipqkWtRhIpQqwYRU18fVRCVHOeZEpICpbtzxYpI0ZgKo0ECL+PCPTFfRfWFzc/+MNOHM8rF4+VH1MdNBJ1uio8P78KFxiVgF3/v83Yc7rY6v5FBfli2zP1rfRv/HkIm9MKrD42QO1tIpi2pRdi9SFazFinTquDt0o63/r4aBCY8gm8vKvgW5cIdeVg+Ki8oPZWwcfbC1q5Lpbn7Ohg9EuJMLnfR6USP/N7lQric8AoZPeEJIxL7IwgX28E+vogyE/+Kn0fG1LfuPHkuC5isxdeLyhEWdO0v2C/Uwv/XY0imFxIkH5uj5+vc8ZmGMNW22mdpjV7dUh3Y2fWlJCmzvMyxln7xuJeGjCyjqy5rrWc7P5Avwcc3u7N9ANTLy0p2mZH0ZQOU0T43BmDPVsCRaZcIEs/K0cJpl+P/SpE4rVdrsXjAx9v0XvjjuV3iOjckrglDqlx42vJOXKOgDUkFNS0KLi91+3N+h18T/CCTaFCS5LTZZkYlXgJEgM6CHER4u+DjnEhhsfO2ZQuCZWaerEifa1DamywiVCY+OE6FFbUolqjQZ2WnmKM2GhRq9Whd3I4frx9iOGxF769RtTLWKN7YiiW3HuDeD0ZGbr43U1IL6iw+ti20UEmgulAZgkOZpWaPqhEiuhUhZh2AlKYqWXR4S2JEAoZtcrLEH2R6RwfIo4bxUmlehcCvIMRrU5FkG+AECLGXD8kBWO6xsNfrRJ1PBRUfvrv/X28TRKqH1w1CHMO3CnsDx6bclODzt/3j+4gtoZ4YegLwr+O9VXOqtH08vISfmIsXG/KrMuzAUUwuRDf1FQgowB+bS3rlHjyuW7pdWL8AmeltdT8r3NkZ8wcPLNFv+NcZE3GGuFzxBNxcwWTs04SHJrLrSVwFp8ziklPlZwSoxxaehJmWo/vW0emWel+zc9DS7srWfBNQ9IukV2EPYOj4TlAFhxiq5FTNtLPcaH+BrHCupZvNpw0uf9k5VZsr/4EXvBGSX43PHrBMPFY1qVM/XSDRWpJ/n50l1i8cUUv8VitDkiduVR8H9hmAbwDTuPHtf7QlGaJ20Z3icMXN/Q3XBhfXLwfNVQ/VhjSLspEMJ0szkRVyCLotL6ozppi8thqjenvoCghFCgiQiKiJJKAkTurWLsUqArEoLaRaBcTJISHv2GTBAhTSMY8PaGrOFa83/zx/Fk6Bloh3n++c6jdr91/JnY3vIYjf3gcadWFmDdmnpjdaM4Fne1PUVG0zeg+w6ELG1cYy7b20GajlqIIJhdS7S2tbKq8LH1w+IE4XnxcdLywYNhT3JK5amVHG40mHcWbW94UhaTspqJvUUtgrVWQT5DD5iINih8kxJKjni+Hlzp6XIUn8sjfj4j3yQejPmhRuoqmmo6GqcLG0oWMDrALSIgPUfwqR0ykn3lBbhcTLOoMSypU+HptOmrqcqQIiT5dJIkQHS7sEovxPaQ0BItwH/95tyGlVKOPqsiCZUj3QjwwYpiIBGcUVmL4G6ts7uO1g1vjpUnSyAzu1+t/HDR7RDT84oairqINzvjV15Gx3mbv6RKbv7eksj6trdcpgpr8EVAHnkFAXRv4h/gJUcFUlDETeiYIkcD6Fll8BOi35MgAk8c+dkksXt25C15Q4cuJTyI+KEGK4Hir4O9jWpuz5rFR8PZiGqlxofDmlZLYs4dhHWxH3Nno8eTaWcJHrLlO/0xD9Y3ri4MFBx1mCulJUeDm1l5SgDpjLp6rUQSTC0nbs46XZJw+vp+nGov73xrxFvx8/Byyuqbo4mq/JR82FvBO/GWiOAmsmrrKYSHc1adWI700HZenXt6i38MRKXMOzBFmhI4abdCcegtrUHS9tPEl4dbLepyWnix4UaIfDlvbHXECZe0XZ/mxvueV4a+0eN/4HiHNmZ1F4VBWpREChUKlSv/1TFkWKmorcX67rqK4lGQUVmDN4VyzaEm9aGEEpE9raVjukexSfLzmmEH0SJEbLar0398zKhVTB0gGmdtOFooojC0eHdtJREtY0H68rBjvrzhi87FxoX4GwcTIydojeVYf5+Vdhtzsl/DrfGDT1ZtM2qwZWZAiIPWREOO6EtaaXNEvSRInFCs+Kvj7Uqh0E49tHxNseKyfjwpfzRgAtUqfUtKLFLnWJTSg/jLA99bOZy/Si5hx4mtDvHuV/QuLq3uNRIXqfpzX6jx0iWo4dcT9sgXTUyxcpgXLDd1ugKNgV9uS40tESvPOXnc2a6gv3x/vjXoPzqCspgyz981GRlkGnhr0VJOtO77Y84VoLri689VWI1/O4LsD3+GNLW+ge1R3zB43u0VlGJ6AIphcSEBJLbjOCy6zHsIemmh/CLghGFLmBHOe/H6Z+Euza1646uW/ZdSLI1IcJZge6f+ImFPHItyWwJQZBVNhdSE8DRakcsVKIbEuYx2u6izZKDQXRuQunH+hqJ9ZOXVli0886SXpeHfbuyK1NCZlPPrEDDIU1/KrLEbYCsyLs+yhciSn1OgxOkNX0JTYDzBoSCBah0or+C0nCjBv8ylU1moMERtZCFGsvDixO0Z1li5Iv+/JxP3zdprsn0/wPvgnzkNdVSLU2v/iyv6SsDmUVYqZC/fafF5MW8mCKbesGgu2Z+iNz6wc0/Iaw/dyOoaCIpACRYgPFsJKYiU6uD6yEhvih6kDI3C89jck+HVH64A+os5FFiJ9kuujnTEhfnhnai8pnaRPK4l6GJUKedXp+OxQG8CrTlxo/b112PfCWPH35KJfW/AxbzUSWZFTS4zSjOpk/8U/PNB5c/M40qelsJaMNgU0dXQkjCrTcZ0NJbJY4uxFe20LGI3n8Xa00aQMo1asK2PRNjsqZcHEhS2/b8yNnZ2727K3YXjicJcJplHJo/DRjo9E4TfnYPK8xU7dI0VHhM2Ep9jo2IsimFxIvDoY2VVAhFfDh50XWXbN8MPX3JUSIwj893GBLWvpfG34a6KrzZFdPEzZOKLLiHPLFl620GGhb3Z28Lg5QhhSrLLVmxYKzamFYtRG/j3kUP4JqLy84a8Kxu5Tpais0YraFDkqM657vOFCt+pQDv7cm2UQJ5Jg0RhEy0fX9EW3Vu3ESXdPugY3/peC8y+r+zHn5kGGNMaKg9kNipXPruuHznEqQyToZyFWrFNUaSlWfL1VIloiimD9O6DQC/D3U8HXV4peyYLooq5xhmJcRiIkoSL93Dm+ftXdJioIlw47he3F89Er4iKMS7yhPiJjljLq2ipU36Ld+GcuNtQfiW22YOmeX4GAQ3h/zFU2P6ust5nc15ZZaDQmdV9ssBuhsJHFaUuht9D7O94XjR9TO01t1mDbntE9HT6ixpj5h+djX94+0cjQFBfxyR0mi5IFZ9TJsGHDmEf/flSMmKIhaEOmpfSFumHpDbipx01iiLIz4ASBTy76RIge44g1I9kUkCzolrtnxeSIvH2iVEE+/zAtzePmykG5rYJb4afLfhI+g/K5jIPTP9jxgTj/NHUeprtRBJMrqe8AbdAO4MFVD4oBpsuvXN6sSAJTepuv2SxaSFs6xNSTnXn5AXTk8Mi/TvwlvF14Qnnn/HcMt1NksL5FjpQIoVJTZzB6G9c9wXCh/WNvJjalFRjup7Cpqt1kiNh8fG1fQ2rlo1VHMXdTuuE+Q2RHRG50WP7QCKTGSkW+6/cFo/jACyjxLsWU7Zapo+6twgyCiZ1A87acarRm5eYeN2N2SRp+AVPEEnLKhhEQihDj7B/rV9gNJLcsy4/hc2ckJjrEz2R/nhjX2SBQ5GiN/DPFjMyFXeJw9GXL9E9acW+0CW1jkoLsnhiGz6+3b/QM03ih4Rkoyc9F5/ggXNrLdqSVz7uxqI4xN3S9QYxb4UWopUaRzhj+ujN3J44UHsHGzI0GwUQRTgHfWE0djSafWPuE+N6RCxJjKBKZVmN0hBEPWTCxlIAz/yjWzM9dcsSM57dpnafB2fDvcX4gLQzY8WVi2bLnSyFgODdS9oU6VnwMPx/+2WmCiVC0GQs3vqYcjcNFNq1CZLZmb8WTa58UPlWyYOJx5ubqmqhWZhkONsXQd9DR/nmuQBFMHsayk8uEfw9HOLQk7eKMsSisPWIYnG/25sKaGfovMRRrr8EhC3LNRQqFC1NBcvSDK7w3//kWrX3Gok6r0te1SC3Lsp/LM5d0NVwUv/onDZuOF5g85gy2Ab5eWLO/BpVD68SFnTy1cA8WbD9tc/+GzIwyiKD1x/JF95IFqip4+2WhsqY+jVJapRFjBmzBlJdMsJ8aQWo/BPgGCeEhp4rk7wN868UGu4Yevqij2H+2NPO+ALWP4bEd4+vtDq4elCLqeHhYNNpqBPvZTnNc3D1BbOZwaC4vKNHhbGWX0mEd4kLEZg/Sa2J5Ejeuh+KFdFvONmGH0BS7Bhbv0oesJaM9rMGV++yLZ5vc9siaR8R4EnY1NXQxYCMAIxevD3/daR2VXL0zRcPBrTJsKrl80eWiKPl/Y/9niIrxM8kh3ewA5OebaRR2AtI53FnT7Bmx5lzEvzP+NonA0sTz+Q3PC+sL427O/nP6i9fw58t+bvYg4KbC48OSBooP45E6y08ux+9pv4v9kAUTRdLy9OW4r49jaintheJn0aRF4jU07gIN8w1Dr5heaBva1uOKxyelThLb2YgimFxInqZcfC1toCWZOXSGKSkAjFc6zI87YyVqLz8d+gkvbHwBHcI74vML6UjuhSijlt3juWVCAIhOII1sMifVuai8vEQahby//X2sPb0WA0NmIEV9sUH8yF/52Dm31K+gbvxqs02TNxatHn1lvKgz4KgVdsxVni6CpqSP1ccz4iGvWndnFOOPfVKrdD1DAFVveHlxXzQGwUSRQQxREoNI8RH1LsYM7xAj0jCG+329UVJ3Cl8df1y8jjpvFrpLouS6ISkilSZ7vIjIjZHpXLh+dACf320j2uDO8+2L9vVLiRSbPTA6dCB3D17d9KqwtJg7YW6TOjQZKdiStUW8X515sfjvrv8Kuwe6Rj8z5BnD7Y3VmPCixqn0zoaCjgX+xNgQdFX6KiFUBrcabOgIpScUj9mbW9/EGyPecNrFnoXL5jUwrH9hfZ1xCvH+VfeLzw47AGmKSjEzZ/wcpwoTXryHtBoiNvO0OAWxeR0Q95ejkBYfW4wpHU0tCZwJBa25SSxfx0f7P2oSfed78MMLPnSLKOGxMU9psg6Lm4JjUQSTC6mqk1IhNbBe9C3DyJJsOMk89IsbX0Sf2D52m+49ve5pRPrFYVzKFISow5EUUR/J+WtflpgaLc8PKqNQqWbkRiNccRmFkbn2i00ivcP7qup0CGofjH3H4tBv4x9oFRqC9U/Wd5M9+OMu7DplaZdAwgPV2PnsGPE9vXq8dUFYtTsQ2qo0i8eyjsUY1qXIMBARJCIm3qLWgwKGkSQfb2+xIv1u3yK0bpOCWHWSlFYSAkQFtY+UPjI+l3FMQN+UCPjKj2P9jJEgCvGvj+49d2k3/Oey7na1OFMYyuJQRqNthT9yYqSasmApAkO8fArRM6k+t28NChFGcCiYOaJmfDvHjZeQ4QWUqRHO+OPK1DhFyRTO6JTRNg1QKeJpUrc2Yy3igpwzAoFCk5+JlNAUDEioj26yTuPKxVdiZNJIvDTsJZMhwCy4Z/dfS8d62Au7W98e+bZIjxj/Taa3GI14zPsxg2BiXRHNNM3rZZzNhHYT0D+uv2jiMEaOhhkLT1dFccy5vtv1uLrL1UI4GfPb5b+JffKEgdgjk62PFPGUCI6C81AEkwsJ9/FHfi0Q7GV/XVFxTTH25e8TXhb39L4XBWUQ9TRdEuqLW6/4eD2ySqpEhKasthh+7ReJ2z/4JQ5dYhOw9P76lcYrvx/AiXzrrritIwNNBFNxZa1RJ1Egyo8+DugkIaHR1YkCaXklKGYMhflD7VMfJfHVfx9qNGSRReSpOI708DIE+XM4rTcC9REZafMxcaB+4wppYCrvY3u0rZPSjd1uFPUk8kmfXX2f7f5M5Pt5wTeHqTw5nUf/IKYb7+p6V5NbnO2Bx2jWBbPE6l6uhaDtAC0b2N3y3YTvDBctpmtYv8YoD1favHBQtDACwIuyM+Dq9NdJv4p2beOL5tf7vxau56zRkbv8KIw4e4ttwp+N+UzcxtQNN2dBofnogEfFJhfDy10/jIqx48YYtk5vz9kuomZvn/82XAFf1zFtpEWBMaxzodgzTi+yY4hplKa2hTsCilpzYWueWnQ3/LyYC6N/m2O0wtmJIphcSJCXJBz8zAYoWoMprsPZZTiaE4OOPtehIr8b+r/4t+h66pkUhl/vkVx8CSNGNL0TePlAe+YKeAekw0cXbGJER4a0jxIjCwxzgyhS9F+NU2zk7am9wOuTHHWhYJFTRwcK9mHEvBGi240RBtn91xYsSpTFAocz2kukmVGeLcyngjPlMe/QPCECjAXTipMrxFcWQzI6wgjOvSvuRU5ljogA2Fo9thR2Gppf1GWMOxlf3vSyqGN7fsjzIvXAgkmmR1jX5swWXNaTGadHKEzGpIyBCiqcn3y+4XaKZEYoyvXpZVdjLJhZB8G0CMWnMRz9UKOtQb/Y5jm1OxLWuMh1Lsa4QywpKCj8CwTTRx99hDfffBNZWVno1asXZs2ahYEDB9p8/Pz58/HMM8/gxIkT6NChA15//XWMHz/e5GT/3HPP4fPPP0dRURHOO+88fPzxx+KxHoFXffdVWl45juaUiajR9IH1Rdo3zd5iFAmSPTPqRKqJdT7mwoZQAFHcBPuNF4LIWov0q5OliI09yGMYrMHum9LaUpHGMWb23tlCHNFQTi7qZlqCq33WazTUmutIUsJShEGbuWEku39Y4PrXlL/ESp8XLkZPfj/+e7NHoTQHjupYN32daFk2FgFMPwWrg00iPSzEdbVfCfeJr6G5MSBfP0ajPGFYLCMRTFWbw6JmBQUFhX+dYPrhhx/w0EMP4ZNPPsGgQYPw3nvvYezYsTh06BBiYy3N1tavX4/p06fj1VdfxSWXXIK5c+di0qRJ2L59O7p3l+b5vPHGG/jggw/w9ddfo23btkJc8Xfu378f/v7uK5yu0Rd7V9TW4fw3V4mBkZzdRMIC1Jg2INlw8eyRFC7qaBgNkrcOscHYXbQCS45/hZMlSaKmg5Sp9oqaCK6szSMZzmJGtxkiImHcUs3IA4u6NTqNqEOQOV50XKSVFh1d5DLBxGiR+dgVCmkWtbIeSE4l8nizyJ5jWoxbh10BRYe5bYOzXIIdBUVwc9y8FRQUFM52vHTGRQFugCJpwIAB+PDDD8XPWq0WycnJuPfee/HEE5IXiDFXXXUVysvLsWTJEsNtgwcPRu/evYXo4tNp1aoVHn74YTzyyCPi/uLiYsTFxWH27NmYNq1x/46SkhKEhYWJfxca6rjQ+bd3PYMS7Sj4VmzEy62kqFCov49ov06NCcYLE6WxBragKGJBN2th/pjyhyF6Qvv51za/JlqaaRLmqkJXc1g4zA6g8ppyUaAuF45uztwsOlw4CsU8daagoKCgoOAonHX9dnuEqaamBtu2bcOTTz5puE2lUmH06NHYsMH6XCfezoiUMYwe/fLLL+L7tLQ0kdrj75DhwaMw47+1Jpiqq6vFZnzAnYHKx4ctcoC3F+beMgipccGiWNre7gq2tzKqdKL4hMmcI6aSHhvwmPAKcZdYIvzbD/UzfW3IwISBYlNQUFBQUDhbcatgysvLQ11dnYj+GMOfDx40n8QtQTFk7fG8Xb5fvs3WY8xheu+FF16As+l6yQxsWnwcQT3HYWhq04UNu21oRsbNvB6Gm4KCgoKCgsK/tIbJE2CEyzhqxQgT04KOps+Y1mJTUFBQUFBQOLtomcFMC4mOjoa3tzeys7NNbufP8fHWRwvw9oYeL39tyu/08/MTuU7jTUFBQUFBQUHBIwSTr68v+vXrhxUrJG8cueibPw8ZYmqZL8PbjR9Pli1bZng8u+IojIwfw4jRpk2bbP5OBQUFBQUFBQWPTskxFXbDDTegf//+wnuJtgLsgpsxY4a4//rrr0diYqKoMyL3338/Ro4cibfffhsTJkzAvHnzsHXrVnz2meQ6zALqBx54AC+99JLwXZJtBdg5R/sBBQUFBQUFBYWzTjDRJiA3NxfPPvusKMqmPcAff/xhKNpOT08XnXMyQ4cOFd5LTz/9NJ566ikhitghJ3swkccee0yIrttuu00YVw4bNkz8Tnd6MCkoKCgoKCicvbjdh+lc83FQUFBQUFBQOPuu326tYVJQUFBQUFBQOBtQBJOCgoKCgoKCQiMogklBQUFBQUFBoREUwaSgoKCgoKCg0AiKYFJQUFBQUFBQaARFMCkoKCgoKCgoNIIimBQUFBQUFBQUGkERTAoKCgoKCgoKjaAIJgUFBQUFBQUFTx+N4onI5ud0DFVQUFBQUFA4O5Cv284YYqIIJiuUlpaKr8nJye7eFQUFBQUFBYUmkp+fL0akOBJllpwVtFotzpw5g5CQEHh5eTlc/VKInTp1SplT1wSU49Z8lGPXfJRj13yUY9d8lGPXfDhDrnXr1igsLER4eDgciRJhsoJKpUJSUpJT/wY/BMoHoekox635KMeu+SjHrvkox675KMeuZddxR6MUfSsoKCgoKCgoNIIimBQUFBQUFBQUGkERTC7Gz88Pzz33nPiqYD/KcWs+yrFrPsqxaz7KsWs+yrHzzGOnFH0rKCgoKCgoKDSCEmFSUFBQUFBQUGgERTApKCgoKCgoKDSCIpgUFBQUFBQUFBpBEUwKCgoKCgoKCo2gCCYX8tFHH6FNmzbw9/fHoEGDsHnzZnfvksfx6quvYsCAAcJlPTY2FpMmTcKhQ4dMHlNVVYW7774bUVFRCA4OxpQpU5Cdne22ffZEXnvtNeFS/8ADDxhuU46bbU6fPo1rr71WHJuAgAD06NEDW7duNdzP3phnn30WCQkJ4v7Ro0fjyJEjONepq6vDM888g7Zt24rj0r59e7z44osmc7yUYyfx999/49JLL0WrVq3EZ/OXX34xud+e41RQUIBrrrlGmFnSxfrmm29GWVkZzuVjV1tbi8cff1x8ZoOCgsRjrr/+ejGtw9HHThFMLuKHH37AQw89JNodt2/fjl69emHs2LHIyclx9655FGvWrBEX9Y0bN2LZsmXiwzBmzBiUl5cbHvPggw9i8eLFmD9/vng8PxiTJ0926357Elu2bMGnn36Knj17mtyuHDfrcITCeeedB7VajaVLl2L//v14++23ERERYXjMG2+8gQ8++ACffPIJNm3aJE7M/PxShJ7LvP766/j444/x4Ycf4sCBA+JnHqtZs2YZHqMcOwmew3je58LZGvYcJ17w9+3bJ86NS5YsEULitttuw7l87CoqKsQ1lcKdXxcsWCAW2ZdddpnJ4xxy7GgroOB8Bg4cqLv77rsNP9fV1elatWqle/XVV926X55OTk4Ol6q6NWvWiJ+Liop0arVaN3/+fMNjDhw4IB6zYcMG3blOaWmprkOHDrply5bpRo4cqbv//vvF7cpxs83jjz+uGzZsmM37tVqtLj4+Xvfmm28abuPx9PPz033//fe6c5kJEybobrrpJpPbJk+erLvmmmvE98qxsw4/dwsXLjT8bM9x2r9/v/h3W7ZsMTxm6dKlOi8vL93p06d15+qxs8bmzZvF406ePOnQY6dEmFxATU0Ntm3bJkKsxnNu+POGDRvcum9nwyBFEhkZKb7yODLqZHwsO3fuLIYtKscSIjo3YcIEk+NDlONmm19//RX9+/fHlVdeKdLAffr0weeff264Py0tDVlZWSbHjlPQmVY/14/d0KFDsWLFChw+fFj8vGvXLqxbtw7jxo0TPyvHzj7sOU78ylQS36syfDyvJYxIKZheN5i6k4fvOurYKcN3XUBeXp7I9cfFxZnczp8PHjzotv3ydLRarajBYbqke/fu4jaeVHx9fS2mUPNY8r5zmXnz5omQNFNy5ijHzTbHjx8XaSWmzJ966ilx/O677z5xvG644QbD8bH2+T3Xj90TTzyBkpISIb69vb3Fee7ll18W6Q+iHDv7sOc48SsFvTE+Pj5iMakcy3qYwmRN0/Tp0w2Dix117BTBpODR0ZK9e/eKFatCw5w6dQr333+/yM+zqUChacKcK89XXnlF/MwIE993rCWhYFKwzY8//ojvvvsOc+fORbdu3bBz506xyGHhrXLsFFwNo+hTp04VBfRcBDkaJSXnAqKjo8Xqy7wjiT/Hx8e7bb88mXvuuUcU5q1atQpJSUmG23m8mOIsKioyefy5fiyZcmMDQd++fcXKiRsLu1lEyu+5UlWOm3XYldS1a1eT27p06YL09HTxvXx8lM+vJY8++qiIMk2bNk10KV133XWiuYDdrkQ5dvZhz3HiV/MmIY1GI7q/lGMJg1g6efKkWDjK0SVHHjtFMLkAhvb79esncv3Gq1r+PGTIELfum6fBlQHF0sKFC7Fy5UrRrmwMjyO7mYyPJTsieHE7l4/lhRdeiD179ogVvrwxasLUiPy9ctysw5SvuXUFa3JSUlLE93wP8qRqfOyYhmLtw7l+7NihxDoQY7g45PmNKMfOPuw5TvzKBQ8XRzI8R/JYs9bpXKZWL5Zow7B8+XJhD2KMw46d3eXhCi1i3rx5ouNh9uzZomL/tttu04WHh+uysrLcvWsexZ133qkLCwvTrV69WpeZmWnYKioqDI+54447dK1bt9atXLlSt3XrVt2QIUPEpmCKcZccUY6b7Y4aHx8f3csvv6w7cuSI7rvvvtMFBgbq5syZY3jMa6+9Jj6vixYt0u3evVs3ceJEXdu2bXWVlZW6c5kbbrhBl5iYqFuyZIkuLS1Nt2DBAl10dLTuscceMzxGOXb1Haw7duwQGy+977zzjvhe7uSy5zhdfPHFuj59+ug2bdqkW7duneiInT59uu5cPnY1NTW6yy67TJeUlKTbuXOnyXWjurraocdOEUwuZNasWeKC5evrK2wGNm7c6O5d8jj4YbC2ffXVV4bH8ARy11136SIiIsSF7fLLLxcfDoWGBZNy3GyzePFiXffu3cWipnPnzrrPPvvM5H62fT/zzDO6uLg48ZgLL7xQd+jQId25TklJiXiP8bzm7++va9eunW7mzJkmFyrl2EmsWrXK6rmNotPe45Sfny8u8sHBwbrQ0FDdjBkzhJg4l49dWlqazesG/50jj50X/+fI0JiCgoKCgoKCwr8NpYZJQUFBQUFBQaERFMGkoKCgoKCgoNAIimBSUFBQUFBQUGgERTApKCgoKCgoKDSCIpgUFBQUFBQUFBpBEUwKCgoKCgoKCo2gCCYFBQUFBQUFhUZQBJOCgoKCgoKCQiMogklB4Sxi9erV8PLyshii60m0adMG7733nrt346zCWa+r/Hu5TZo0qUW/68SJE+L3cDahK/6egoKnoQgmBQUPQb7Q2Nqef/55d++iR8Hj0bt3b/wbGDp0KDIzMxEWFiZ+nj17NsLDwx32+zlcmL/TnA0bNohhuRMmTHDo8+AgVAWFfxuKYFJQ8BB4oZE3RmhCQ0NNbnvkkUea9Xtramocvq8KjsXX11dMq6cwdgaxsbFWBdiXX36Je++9F3///TfOnDnjsOcREBDQ4t+loOBpKIJJQcFD4IVG3hhp4MXT+Lbg4GDDY7dt24b+/fsjMDBQrOoZQTCPvHzxxRdo27Yt/P39xe3p6emYOHGi+D0UY4wCZGdnG/7djTfeaJFGeeCBB3D++ecbfi4tLcU111yDoKAgJCQk4N133xX383HGVFRU4KabbkJISAhat26Nzz77zCK1M2/ePLHv3L/u3btjzZo1hsdYi7D88ssvBkHB+1944QXs2rXLEIGzFkGR+d///odu3brBz89P7Pc999xjuO+dd95Bjx49xHNKTk7GXXfdhbKyMot94d/v0KGD2N+xY8fi1KlThsccO3ZMHNu4uDhxfAcMGIDly5eb7EN1dTUef/xx8Te4H6mpqUKwmKfk+P2MGTNQXFxsEl38z3/+I46TOXytn3nmGTQVPscffvgBd955p4gwNXT8jDl+/DhGjRol3nu9evUSUSoFhXMBRTApKJyFzJw5E2+//Ta2bt0KHx8fIU6MOXr0KH7++WcsWLBA1JxotVpxQS8oKBDCZNmyZeLCd9VVVzXp7z700EP4559/8Ouvv4rfsXbtWmzfvt3icdw3CrodO3YIAcKLsrGoI48++igefvhh8ZghQ4bg0ksvRX5+vl37wf3mv6UIkiNwtp7Lxx9/jLvvvhu33XYb9uzZI/adYkVGpVLhgw8+wL59+/D1119j5cqVeOyxxywE4Msvv4xvvvlGPH8Km2nTppmIj/Hjx2PFihXi+Vx88cXi+VCkylx//fX4/vvvxd86cOAAPv30UxMRLEMRaR5hZHSRrzH/3ZYtWwyP5d/avXu3EFhN5ccff0Tnzp3RqVMnXHvttUJU2jOLne897g/fVx07dsT06dOh0Wia/PcVFM46dAoKCh7HV199pQsLC7O4fdWqVbyi6ZYvX2647bfffhO3VVZWip+fe+45nVqt1uXk5Bge89dff+m8vb116enphtv27dsn/t3mzZvFzzfccINu4sSJJn/v/vvv140cOVJ8X1JSIn7v/PnzDfcXFRXpAgMDxeNkUlJSdNdee63hZ61Wq4uNjdV9/PHH4ue0tDTxd1977TXDY2pra3VJSUm6119/3ebzX7hwofh3MnyevXr1avRYtmrVSjdz5kydvfD5RUVFGX7mvvDvbty40XDbgQMHxG2bNm2y+Xu6deummzVrlvj+0KFD4vHLli2z+lj5dS0sLGzw9R83bpzuzjvvNPx877336s4//3yb+2D+e40ZOnSo7r333jMc/+joaPF4W8iv2xdffGHxHuLxMMbae0lB4WxHiTApKJyF9OzZ0/A9U0wkJyfHcFtKSgpiYmIMPzMywVQQN5muXbuKVBPvswdGpGprazFw4EDDbUwdMkLR0P7JqUXj/SOMKskwSsaIlL37Yi/8m6zNufDCC20+hqkz3p+YmChSiNddd52IdDGqZLx/TLPJMDJjfOwYYWLUpUuXLuJ2Ro54nxxhYjSGxdUjR45s0fO59dZbRZSqqqpK1KbNnTvXIrpoD4z2bd68WUSH5OfHCJ2cImzJe09B4d+Kj7t3QEFBoemo1WrD93JdD9NuMqzHaSpMTZmnZCiQWrp/8j4a75+r9qWx4mPWU11yySUiZciUW2RkJNatW4ebb75ZCBLW6dgDxRJTlG+99ZZI9/HvXnHFFYaCe0cVQTPNx/qnhQsXigJrHhP+naZCYcQ0WqtWrQy38Xjzd3/44YeGbr3mvPcUFP6tKBEmBYVzAEY+WKRsXKi8f/9+UYvDSBNhRIr1MsYYe+60a9dOXCyNa2hYmHz48OFm7dPGjRsN3/PizUJ27qe8LywwLy8vt7ovhIKhrq6uwb/BiBF9oVhbZA3+TV7sWXM1ePBgUZNjrVuM+8d6MeMIDY+dvL+sa2LR/OWXXy4KyBlRoxiT4W38O8aF7Q1h67kxEnTDDTfgq6++EhvrqJoqxvhcWIvF58xjKm8soKeAYgRLQUHBEkUwKSicA4wePVpctNnhxiJtpmNYhMwUEVNh5IILLhCigBfTI0eO4LnnnsPevXtNxAcv1izWXrVqlSiSZiSG0aDmtMN/9NFHIlJy8OBBUZRdWFhoSC8NGjRIRHeeeuop0YHG1JN5FxeFUFpamrjY5+XliS40a7DDjOKAxdZ8Xnz+s2bNEvcxGsQoDX9myvHbb7/FJ598YvE7KBTZfr9p0yYhsiiOKLDk9CS75+QCewqPq6++2iTqwn3lsePzY7cd95vdcCy8tgYfzzQfhR6fm3F68JZbbhGF6X/88Uez0nFLliwRx5qvHbvujLcpU6YY0nJ8jzD1ePr06Sb/DQWFfyOKYFJQOAegoFm0aBEiIiIwYsQIIaAYMWJbuQxb5dmezg4x1uswwkNRZQxb8Fl7xDQWf8d5550noiyydUFTeO2118TG1nSmwdi9Fh0dLe5jamzOnDn4/fffhdBj1MPcuJMXd3ajscWdESlbkREKFXad/fe//xVdddx3CifCv83n9PrrrwvB8N133+HVV1+1+B0Ub7QEoBDic2aNkvGx4+/gsWWHG9NmPJZ9+/a16NZj+oxdgxQirEcyjqAZw99zxx13iLoiPrc33njDcB/FGe/n76CwbCoURHztrKXdeEwpmtl5R5HGSFpz07IKCv82vFj57e6dUFBQODvhBZ/F0ozgMGJhD0xV0R+KLfFng1M3I1v0mfKUcTQ8ZVM0UXjR5qEhGMWioGREyZHO4Y3BCByPF6NpCgr/FpQIk4KCgt1Q5DCSwzQZU1tM8RF6PCk4n9zcXFGUnZWV1STvpaSkJENHnDOhLxejb4zUKSj821C65BQUFJoEO8GYqmFhcr9+/cRFUk6lKTgXjjjhsaZzOlOAjcGUnZx+tGaS6WhYDycX57vi7ykouBIlJaegoKCgoKCg0AhKSk5BQUFBQUFBoREUwaSgoKCgoKCg0AiKYFJQUFBQUFBQaARFMCkoKCgoKCgoNIIimBQUFBQUFBQUGkERTAoKCgoKCgoKjaAIJgUFBQUFBQWFRlAEk4KCgoKCgoICGub/3c+wJ3O58ggAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Qt = sol[\"Throughput capacity [A.h]\"].entries\n",
    "Q_SEI = sol[\"Loss of capacity to negative SEI [A.h]\"].entries\n",
    "Q_SEI_cr = sol[\"Loss of capacity to negative SEI on cracks [A.h]\"].entries\n",
    "Q_plating = sol[\"Loss of capacity to negative lithium plating [A.h]\"].entries\n",
    "Q_side = sol[\"Total capacity lost to side reactions [A.h]\"].entries\n",
    "Q_LLI = (\n",
    "    sol[\"Total lithium lost [mol]\"].entries * 96485.3 / 3600\n",
    ")  # convert from mol to A.h\n",
    "plt.figure()\n",
    "plt.plot(Qt, Q_SEI, label=\"SEI\", linestyle=\"dashed\")\n",
    "plt.plot(Qt, Q_SEI_cr, label=\"SEI on cracks\", linestyle=\"dashdot\")\n",
    "plt.plot(Qt, Q_plating, label=\"Li plating\", linestyle=\"dotted\")\n",
    "plt.plot(Qt, Q_side, label=\"All side reactions\", linestyle=(0, (6, 1)))\n",
    "plt.plot(Qt, Q_LLI, label=\"All LLI\")\n",
    "plt.xlabel(\"Throughput capacity [A.h]\")\n",
    "plt.ylabel(\"Capacity loss [A.h]\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "498f26f1",
   "metadata": {},
   "source": [
    "The capacity loss over 10 cycles is so small that the reversible component of the lithium plating is has a larger effect than all the irreversible mechanisms combined. Most of the irreversible capacity fade that does occur is caused by SEI on cracks."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8becb1ba",
   "metadata": {},
   "source": [
    "The stress-driven loss of active material (LAM) mechanism [12,13] is also included, so the three main degradation modes - LLI and LAM in each electrode - can be plotted and compared."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "7b7c23ec",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Qt = sol[\"Throughput capacity [A.h]\"].entries\n",
    "LLI = sol[\"Loss of lithium inventory [%]\"].entries\n",
    "LAM_neg = sol[\"Loss of active material in negative electrode [%]\"].entries\n",
    "LAM_pos = sol[\"Loss of active material in positive electrode [%]\"].entries\n",
    "plt.figure()\n",
    "plt.plot(Qt, LLI, label=\"LLI\")\n",
    "plt.plot(Qt, LAM_neg, label=\"LAM (negative)\")\n",
    "plt.plot(Qt, LAM_pos, label=\"LAM (positive)\")\n",
    "plt.xlabel(\"Throughput capacity [A.h]\")\n",
    "plt.ylabel(\"Degradation modes [%]\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2a7849de",
   "metadata": {},
   "source": [
    "Both the reversible and irreversible components of LLI are far greater than LAM for this parameter set."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ddfb75d0",
   "metadata": {},
   "source": [
    "A key internal variable is the porosity. Pore clogging by SEI, lithium plating and other means can trigger other degradation mechanisms and reduce the rate capability of the cell. If the porosity reaches zero, the cell becomes completely unusable and PyBaMM will terminate the simulation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "62f58679",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "eps_neg_avg = sol[\"X-averaged negative electrode porosity\"].entries\n",
    "eps_neg_sep = sol[\"Negative electrode porosity\"].entries[-1, :]\n",
    "eps_neg_CC = sol[\"Negative electrode porosity\"].entries[0, :]\n",
    "plt.figure()\n",
    "plt.plot(Qt, eps_neg_avg, label=\"Average\")\n",
    "plt.plot(Qt, eps_neg_sep, label=\"Separator\", linestyle=\"dotted\")\n",
    "plt.plot(Qt, eps_neg_CC, label=\"Current collector\", linestyle=\"dashed\")\n",
    "plt.xlabel(\"Throughput capacity [A.h]\")\n",
    "plt.ylabel(\"Negative electrode porosity\")\n",
    "plt.legend()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "74354b2a",
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   "source": [
    "If you want to see some serious degradation, try re-running the simulation with more ageing cycles, or using param.update({}) to increase the degradation parameters beyond the ranges considered by O'Kane et al. [12]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
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     "text": [
      "[1] Weilong Ai, Ludwig Kraft, Johannes Sturm, Andreas Jossen, and Billy Wu. Electrochemical thermal-mechanical modelling of stress inhomogeneity in lithium-ion pouch cells. Journal of The Electrochemical Society, 167(1):013512, 2019. doi:10.1149/2.0122001JES.\n",
      "[2] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n",
      "[3] Von DAG Bruggeman. Berechnung verschiedener physikalischer konstanten von heterogenen substanzen. i. dielektrizitätskonstanten und leitfähigkeiten der mischkörper aus isotropen substanzen. Annalen der physik, 416(7):636–664, 1935.\n",
      "[4] Chang-Hui Chen, Ferran Brosa Planella, Kieran O'Regan, Dominika Gastol, W. Dhammika Widanage, and Emma Kendrick. Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models. Journal of The Electrochemical Society, 167(8):080534, 2020. doi:10.1149/1945-7111/ab9050.\n",
      "[5] Rutooj Deshpande, Mark Verbrugge, Yang-Tse Cheng, John Wang, and Ping Liu. Battery cycle life prediction with coupled chemical degradation and fatigue mechanics. Journal of the Electrochemical Society, 159(10):A1730, 2012. doi:10.1149/2.049210jes.\n",
      "[6] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n",
      "[7] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n",
      "[8] Alan C. Hindmarsh. The PVODE and IDA algorithms. Technical Report, Lawrence Livermore National Lab., CA (US), 2000. doi:10.2172/802599.\n",
      "[9] Alan C. Hindmarsh, Peter N. Brown, Keith E. Grant, Steven L. Lee, Radu Serban, Dan E. Shumaker, and Carol S. Woodward. SUNDIALS: Suite of nonlinear and differential/algebraic equation solvers. ACM Transactions on Mathematical Software (TOMS), 31(3):363–396, 2005. doi:10.1145/1089014.1089020.\n",
      "[10] Scott G. Marquis. Long-term degradation of lithium-ion batteries. PhD thesis, University of Oxford, 2020.\n",
      "[11] Simon E. J. O'Kane, Ian D. Campbell, Mohamed W. J. Marzook, Gregory J. Offer, and Monica Marinescu. Physical origin of the differential voltage minimum associated with lithium plating in li-ion batteries. Journal of The Electrochemical Society, 167(9):090540, may 2020. URL: https://doi.org/10.1149/1945-7111/ab90ac, doi:10.1149/1945-7111/ab90ac.\n",
      "[12] Simon E. J. O'Kane, Weilong Ai, Ganesh Madabattula, Diego Alonso-Alvarez, Robert Timms, Valentin Sulzer, Jacqueline Sophie Edge, Billy Wu, Gregory J. Offer, and Monica Marinescu. Lithium-ion battery degradation: how to model it. Phys. Chem. Chem. Phys., 24:7909-7922, 2022. URL: http://dx.doi.org/10.1039/D2CP00417H, doi:10.1039/D2CP00417H.\n",
      "[13] Jorn M. Reniers, Grietus Mulder, and David A. Howey. Review and performance comparison of mechanical-chemical degradation models for lithium-ion batteries. Journal of The Electrochemical Society, 166(14):A3189, 2019. doi:10.1149/2.0281914jes.\n",
      "[14] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n",
      "\n"
     ]
    }
   ],
   "source": [
    "pybamm.print_citations()"
   ]
  },
  {
   "cell_type": "code",
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   "id": "58e511a4",
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       "<pybamm.plotting.quick_plot.QuickPlot at 0x365316c50>"
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     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sol.plot([\"X-averaged electrolyte concentration [mol.m-3]\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "58fd12ee",
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   "outputs": [],
   "source": []
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